vtreat-package |
vtreat: a package for simple variable treatment |
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. |
hold1OutMeans |
of all but the i-th y. Useful for normalizing PRESS style statistics. |
mkCrossFrameCExperiment |
Run categorical cross-frame experiment.Experimental code, may or may not help depending on situation. |
mkCrossFrameNExperiment |
Run numeric cross frame experiment. Experimental code, may or may not help depending on situation. |
prepare |
Apply treatments and restrict to useful variables. |
pressStatOfBestLinearFit |
Compute the PRESS R-squared statistic of a 1-variable linear model |
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 |