Motivation: With the growth of big data, variable selection has become one of the major challenges in statistics. Although many methods have been proposed in the literature their performance in terms of recall and precision are limited in a context where the number of variables by far exceeds the number of observations or in a high correlated setting. Results: This package implements a new general algorithm which improves the precision of any existing variable selection method. This algorithm is based on highly intensive simulations and takes into account the correlation structure of the data. Our algorithm can either produce a confidence index for variable selection or it can be used in an experimental design planning perspective.

References

F. Bertrand, I. Aouadi, N. Jung, R. Carapito, L. Vallat, S. Bahram, M. Maumy-Bertrand (2020). SelectBoost: a general algorithm to enhance the performance of variable selection methods in correlated datasets, Bioinformatics. doi: 10.1093/bioinformatics/btaa855

SelectBoost was used to decypher networks in C. Schleiss, [...], M. Maumy-Bertrand, S. Bahram, F. Bertrand, and L. Vallat. (2021). Temporal multiomic modelling reveals a B-cell receptor proliferative program in chronic lymphocytic leukemia. Leukemia.

Examples

set.seed(314) xran=matrix(rnorm(75),15,5) ybin=sample(0:1,15,replace=TRUE) yran=rnorm(15) #For quick test purpose, not meaningful, should be run with greater value of B #(disabling parallel computing as well) res.fastboost <- fastboost(xran,yran,B=3,use.parallel=FALSE) # \donttest{ fastboost(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 0.42 0.07 0.98 0.95 0.42 #> c0 = 0.354 0.41 0.19 0.14 0.71 0.42 #> c0 = 0.198 0.21 0.16 0.17 0.66 0.53 #> c0 = 0.185 0.31 0.27 0.31 0.51 0.59 #> c0 = 0.164 0.37 0.29 0.37 0.54 0.54 #> c0 = 0.104 0.38 0.22 0.39 0.57 0.56 #> c0 = 0.023 0.37 0.24 0.40 0.65 0.65 #> c0 = 0.009 0.32 0.24 0.28 0.64 0.55 #> c0 = 0 0.24 0.34 0.28 0.31 0.35 #> 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(,"c0lim") #> [1] TRUE #> 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] "fastboost" #> attr(,"limi_alea") #> [1] NA #> attr(,"B") #> [1] 100 #> attr(,"class") #> [1] "selectboost"
#Customize resampling levels fastboost(xran,yran,steps.seq=c(.99,.95,.9),c0lim=FALSE)
#> 1 2 3 4 5 #> c0 = 0.99 0 0 1 1 1 #> c0 = 0.95 0 0 1 1 1 #> c0 = 0.9 0 0 1 1 1 #> attr(,"c0.seq") #> [1] 0.99 0.95 0.90 #> attr(,"c0lim") #> [1] FALSE #> attr(,"steps.seq") #> [1] 0.00 0.99 0.95 0.90 1.00 #> attr(,"typeboost") #> [1] "fastboost" #> attr(,"limi_alea") #> [1] NA #> attr(,"B") #> [1] 100 #> attr(,"class") #> [1] "selectboost"
#Binary logistic regression fastboost(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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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 Fortran 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: from glmnet Fortran 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: from glmnet Fortran 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 Fortran 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 Fortran code (error code -83); Convergence for 83th 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran code (error code -86); Convergence for 86th 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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 Fortran 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: from glmnet Fortran 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 Fortran 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 Fortran 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: from glmnet Fortran 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: Option grouped=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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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 Fortran 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: from glmnet Fortran 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 Fortran 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 Fortran 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: from glmnet Fortran 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: Option grouped=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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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 Fortran 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: from glmnet Fortran 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 Fortran 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 Fortran 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 Fortran 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 Fortran code (error code -81); Convergence for 81th 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran code (error code -95); Convergence for 95th 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran code (error code -83); Convergence for 83th 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: from glmnet Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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 Fortran code (error code -95); Convergence for 95th 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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 Fortran 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: from glmnet Fortran 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 Fortran 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: from glmnet Fortran 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: one multinomial 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 Fortran 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran code (error code -88); Convergence for 88th 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: from glmnet Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran code (error code -72); Convergence for 72th 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: from glmnet Fortran 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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 Fortran 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 Fortran 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 Fortran 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: from glmnet Fortran 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: from glmnet Fortran 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 Fortran 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran code (error code -76); Convergence for 76th 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: from glmnet Fortran code (error code -76); Convergence for 76th 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: from glmnet Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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 Fortran 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 Fortran 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: from glmnet Fortran 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: from glmnet Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran code (error code -81); Convergence for 81th 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: from glmnet Fortran code (error code -85); Convergence for 85th 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: from glmnet Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: from glmnet Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial 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 Fortran 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 Fortran 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: from glmnet Fortran 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: from glmnet Fortran code (error code -70); Convergence for 70th 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 Fortran 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: Option grouped=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 Fortran 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: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial 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 Fortran 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: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option grouped=FALSE enforced in cv.glmnet, since < 3 observations per fold
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: one multinomial or binomial class has fewer than 8 observations; dangerous ground
#> Warning: Option 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 0.06 1.00 0.01 0.26 0.07 #> c0 = 0.566 1 0.03 0.95 0.01 0.26 0.06 #> c0 = 0.439 1 0.38 1.00 0.23 0.62 0.38 #> c0 = 0.354 1 0.55 0.78 0.79 0.77 0.54 #> c0 = 0.198 1 0.57 0.70 0.77 0.71 0.46 #> c0 = 0.185 1 0.60 0.76 0.60 0.56 0.49 #> c0 = 0.164 1 0.63 0.78 0.59 0.53 0.49 #> c0 = 0.104 1 0.63 0.64 0.68 0.64 0.61 #> c0 = 0.023 1 0.68 0.75 0.64 0.67 0.54 #> c0 = 0.009 1 0.58 0.71 0.62 0.51 0.48 #> c0 = 0 1 0.52 0.56 0.53 0.54 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(,"c0lim") #> [1] TRUE #> 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] "fastboost" #> attr(,"limi_alea") #> [1] NA #> attr(,"B") #> [1] 100 #> attr(,"class") #> [1] "selectboost"
# }