Non increasing post processinng step for selectboost analysis

Post processes a selectboost analysis.

Usage

force.non.inc(object)

Arguments

object

Numerical matrix. Result of selectboost (autoboost, fastboost, ...).

Value

A matrix with the results.

Details

force.non.inc returns a vector after ensuring that the proportion of times each variable was selected is non increasing with respect to the 1-c0 value.

References

selectBoost: a general algorithm to enhance the performance of variable selection methods in correlated datasets, Frédéric Bertrand, Ismaïl Aouadi, Nicolas Jung, Raphael Carapito, Laurent Vallat, Seiamak Bahram, Myriam Maumy-Bertrand, Bioinformatics, 2020. doi:10.1093/bioinformatics/btaa855

See also

fastboost, autoboost

Other Selectboost analyse functions: plot.selectboost(), summary.selectboost()

Author

Frederic Bertrand, frederic.bertrand@lecnam.net

Examples

data(autoboost.res.x)
res.fastboost.force.non.inc <- force.non.inc(autoboost.res.x)