Man pages for vtreat
A Statistically Sound 'data.frame' Processor/Conditioner

buildEvalSetsBuild set carve-up for out-of sample evaluation.
catScorereturn significnace 1 variable logistic regression
designTreatmentsCBuild all treatments for a data frame to predict a...
designTreatmentsNbuild all treatments for a data frame to predict a numeric...
designTreatmentsZDesign variable treatments with no outcome variable.
format.vtreatmentDisplay treatment plan.
getSplitPlanAppLabelsread application labels off a split plan.
kWayCrossValidationk-fold cross validation, a splitFunction in the sense of...
kWayStratifiedYk-fold cross validation stratified on y, a splitFunction in...
linScoreReturn in-sample linear stats and scaling.
makekWayCrossValidationGroupedByColumnBuild a k-fold cross validation splitter, respecting (never...
mkCrossFrameCExperimentRun categorical cross-frame experiment.
mkCrossFrameNExperimentRun a numeric cross frame experiment.
oneWayHoldoutOne way holdout, a splitFunction in the sense of...
prepareApply treatments and restrict to useful variables.
print.vtreatmentPrint treatmentplan.
problemAppPlancheck if appPlan is a good carve-up of 1:nRows into nSplits...
vnamesNew treated variable names from a treatmentplan$treatment...
vorigOriginal variable name from a treatmentplan$treatment item.
vtreatvtreat: A Statistically Sound 'data.frame'...
vtreat documentation built on Jan. 20, 2018, 7:12 p.m.