All in one use of selectboost that avoids redondant fitting of distributions and saves some memory.
Usage
autoboost(
X,
Y,
ncores = 4,
group = group_func_1,
func = lasso_msgps_AICc,
corrfunc = "cor",
use.parallel = FALSE,
B = 100,
step.num = 0.1,
step.limit = "none",
risk = 0.05,
verbose = FALSE,
step.scale = "quantile",
normalize = TRUE,
steps.seq = NULL,
debug = FALSE,
version = "lars",
...
)Arguments
- X
Numerical matrix. Matrix of the variables.
- Y
Numerical vector or factor. Response vector.
- ncores
Numerical value. Number of cores for parallel computing. Defaults to
4.- group
Function. The grouping function. Defaults to
group_func_1.- func
Function. The variable selection function. Defaults to
lasso_msgps_AICc.- corrfunc
Character value or function. Used to compute associations between the variables. Defaults to
"cor".- use.parallel
Boolean. To use parallel computing (doMC) download the extended package from Github. Set to
FALSE.- B
Numerical value. Number of resampled fits of the model. Defaults to
100.- step.num
Numerical value. Step value for the c0 sequence. Defaults to
0.1.- step.limit
Character value. If "Pearson", truncates the c0 sequence using a Pearson based p-value. Defaults to
"none".- risk
Numerical value. Risk level when finding limits based on c0=0 values. Defaults to
0.05.- verbose
Boolean. Defaults to
FALSE.- step.scale
Character value. How to compute the c0 sequence if not user-provided: either "quantile" or "linear". Defaults to
"quantile".- normalize
Boolean. Shall the X matrix be centered and scaled? Defaults to
TRUE.- steps.seq
Numeric vector. User provided sequence of c0 values to use. Defaults to
NULL.- debug
Boolean value. If more results are required. Defaults to
FALSE.- version
Character value. Passed to the
boost.selectfunction. Defaults tolars- ...
. Arguments passed to the variable selection function used in
boost.apply.
Details
autoboost returns a numeric matrix. For each of the variable (column)
and each of the c0 (row), the entry is proportion of times that the variable was
selected among the B resampled fits of the model. Fitting to the same group of variables is
only perfomed once (even if it occured for another value of c0), which greatly speeds up
the algorithm.
References
selectBoost: a general algorithm to enhance the performance of variable selection methods in correlated datasets, Frédéric Bertrand, Ismaïl Aouadi, Nicolas Jung, Raphael Carapito, Laurent Vallat, Seiamak Bahram, Myriam Maumy-Bertrand, Bioinformatics, 2020. doi:10.1093/bioinformatics/btaa855
See also
boost, fastboost, plot.selectboost
Other Selectboost functions:
boost,
fastboost(),
plot_selectboost_cascade,
selectboost_cascade
Author
Frederic Bertrand, frederic.bertrand@lecnam.net
Examples
set.seed(314)
xran=matrix(rnorm(75),15,5)
ybin=sample(0:1,15,replace=TRUE)
yran=rnorm(15)
set.seed(314)
#For quick test purpose, not meaningful, should be run with greater value of B
#and disabling parallel computing as well
res.autoboost <- autoboost(xran,yran,B=3,use.parallel=FALSE)
# \donttest{
autoboost(xran,yran)
#> 1 2 3 4 5
#> c0 = 1 0.00 0.00 1.00 1.00 1.00
#> c0 = 0.566 0.00 0.00 1.00 1.00 1.00
#> c0 = 0.439 0.43 0.05 0.98 0.94 0.48
#> c0 = 0.354 0.47 0.16 0.15 0.81 0.44
#> c0 = 0.198 0.27 0.19 0.12 0.68 0.59
#> c0 = 0.185 0.32 0.29 0.30 0.72 0.61
#> c0 = 0.164 0.38 0.23 0.32 0.59 0.51
#> c0 = 0.104 0.36 0.29 0.37 0.57 0.52
#> c0 = 0.023 0.31 0.22 0.31 0.63 0.55
#> c0 = 0.009 0.44 0.30 0.36 0.53 0.61
#> c0 = 0 0.28 0.27 0.31 0.30 0.27
#> attr(,"c0.seq")
#> 100% 87.5% 75% 62.5% 50% 37.5% 25%
#> 1.000000 0.566382 0.439093 0.353778 0.197544 0.184814 0.163711 0.104148
#> 12.5% 0%
#> 0.022531 0.009343 0.000000
#> attr(,"steps.seq")
#> [1] 1.000 0.875 0.750 0.625 0.500 0.375 0.250 0.125 0.000
#> attr(,"typeboost")
#> [1] "autoboost"
#> attr(,"limi_alea")
#> [1] NA
#> attr(,"B")
#> [1] 100
#> attr(,"class")
#> [1] "selectboost"
#Customize resampling levels
autoboost(xran,yran,steps.seq=c(.99,.95,.9))
#> 1 2 3 4 5
#> c0 = 1 0.00 0.00 1.0 1.00 1.00
#> c0 = 0.99 0.00 0.00 1.0 1.00 1.00
#> c0 = 0.95 0.00 0.00 1.0 1.00 1.00
#> c0 = 0.9 0.00 0.00 1.0 1.00 1.00
#> c0 = 0 0.37 0.25 0.3 0.29 0.27
#> attr(,"c0.seq")
#> [1] 1.00 0.99 0.95 0.90 0.00
#> attr(,"steps.seq")
#> [1] 0.00 0.99 0.95 0.90 1.00
#> attr(,"typeboost")
#> [1] "autoboost"
#> attr(,"limi_alea")
#> [1] NA
#> attr(,"B")
#> [1] 100
#> attr(,"class")
#> [1] "selectboost"
#Binary logistic regression
autoboost(xran,ybin,func=lasso_cv_glmnet_bin_min)
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
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#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
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#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -97); Convergence for 97th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -78); Convergence for 78th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -90); Convergence for 90th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -75); Convergence for 75th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -91); Convergence for 91th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -83); Convergence for 83th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -76); Convergence for 76th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -83); Convergence for 83th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -99); Convergence for 99th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -91); Convergence for 91th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -92); Convergence for 92th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -95); Convergence for 95th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -74); Convergence for 74th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -78); Convergence for 78th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -78); Convergence for 78th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -86); Convergence for 86th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -73); Convergence for 73th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -71); Convergence for 71th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -99); Convergence for 99th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -95); Convergence for 95th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -76); Convergence for 76th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -71); Convergence for 71th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -100); Convergence for 100th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -87); Convergence for 87th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -95); Convergence for 95th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -88); Convergence for 88th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -94); Convergence for 94th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -93); Convergence for 93th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -87); Convergence for 87th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -93); Convergence for 93th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -75); Convergence for 75th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -94); Convergence for 94th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -74); Convergence for 74th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -83); Convergence for 83th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -92); Convergence for 92th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -88); Convergence for 88th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -86); Convergence for 86th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -86); Convergence for 86th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -86); Convergence for 86th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -86); Convergence for 86th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -74); Convergence for 74th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -69); Convergence for 69th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -76); Convergence for 76th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -78); Convergence for 78th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -83); Convergence for 83th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -83); Convergence for 83th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -92); Convergence for 92th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -88); Convergence for 88th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -90); Convergence for 90th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -89); Convergence for 89th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -91); Convergence for 91th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -89); Convergence for 89th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -92); Convergence for 92th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -76); Convergence for 76th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -75); Convergence for 75th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -92); Convergence for 92th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -89); Convergence for 89th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -75); Convergence for 75th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -70); Convergence for 70th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -89); Convergence for 89th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -76); Convergence for 76th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -79); Convergence for 79th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -97); Convergence for 97th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -100); Convergence for 100th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -96); Convergence for 96th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -93); Convergence for 93th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -93); Convergence for 93th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -95); Convergence for 95th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -96); Convergence for 96th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -75); Convergence for 75th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -92); Convergence for 92th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -72); Convergence for 72th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -73); Convergence for 73th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -86); Convergence for 86th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -89); Convergence for 89th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -89); Convergence for 89th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -74); Convergence for 74th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -90); Convergence for 90th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -99); Convergence for 99th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -96); Convergence for 96th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -99); Convergence for 99th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -100); Convergence for 100th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -98); Convergence for 98th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -100); Convergence for 100th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -72); Convergence for 72th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -83); Convergence for 83th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -91); Convergence for 91th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -76); Convergence for 76th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -93); Convergence for 93th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -95); Convergence for 95th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -96); Convergence for 96th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -92); Convergence for 92th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -88); Convergence for 88th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -94); Convergence for 94th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -97); Convergence for 97th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -96); Convergence for 96th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -77); Convergence for 77th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -95); Convergence for 95th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -86); Convergence for 86th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -75); Convergence for 75th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -78); Convergence for 78th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -85); Convergence for 85th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -83); Convergence for 83th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -80); Convergence for 80th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -82); Convergence for 82th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -84); Convergence for 84th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet C++ code (error code -81); Convergence for 81th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> c0 = 1 1 0.08 0.99 0.00 0.29 0.09
#> c0 = 0.566 1 0.04 0.98 0.00 0.28 0.05
#> c0 = 0.439 1 0.35 1.00 0.14 0.60 0.33
#> c0 = 0.354 1 0.51 0.73 0.66 0.76 0.48
#> c0 = 0.198 1 0.64 0.70 0.74 0.67 0.50
#> c0 = 0.185 1 0.62 0.70 0.64 0.52 0.49
#> c0 = 0.164 1 0.58 0.68 0.60 0.53 0.47
#> c0 = 0.104 1 0.58 0.63 0.50 0.50 0.45
#> c0 = 0.023 1 0.58 0.73 0.63 0.47 0.49
#> c0 = 0.009 1 0.68 0.68 0.63 0.56 0.55
#> c0 = 0 1 0.57 0.41 0.49 0.52 0.50
#> attr(,"c0.seq")
#> 100% 87.5% 75% 62.5% 50% 37.5% 25%
#> 1.000000 0.566382 0.439093 0.353778 0.197544 0.184814 0.163711 0.104148
#> 12.5% 0%
#> 0.022531 0.009343 0.000000
#> attr(,"steps.seq")
#> [1] 1.000 0.875 0.750 0.625 0.500 0.375 0.250 0.125 0.000
#> attr(,"typeboost")
#> [1] "autoboost"
#> attr(,"limi_alea")
#> [1] NA
#> attr(,"B")
#> [1] 100
#> attr(,"class")
#> [1] "selectboost"
# }