vtreat-package | vtreat: a package for simple variable treatment |
buildEvalSets | Build disjoint set partition for out-of sample evaluation. |
catScore | return a pseudo R-squared from a 1 variable logistic regression |
designTreatmentsC | Build all treatments for a data frame to predict a categorical outcome. |
designTreatmentsN | build all treatments for a data frame to predict a numeric outcome |
designTreatmentsZ | Design variable treatments with no outcome variable. |
format.vtreatment | Display treatment plan. |
linScore | Return in-sample linear stats and scaling. |
mkCrossFrameCExperiment | Run categorical cross-frame experiment. |
mkCrossFrameNExperiment | Run numeric cross frame experiment. |
prepare | Apply treatments and restrict to useful variables. |
print.vtreatment | Print treatmentplan. |
vnames | New treated variable names from a treatmentplan$treatment item. |
vorig | Original variable name from a treatmentplan$treatment item. |
vtreat | vtreat: a package for simple variable treatment |