Tools for Uplift Modeling


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Documentation for package ‘tools4uplift’ version 0.1-1

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tools4uplift-package Tools for Uplift Modeling
BestFeatures Feature selection for the interaction estimator
BinUplift Univariate quantization
BinUpliftEnhanced Univariate quantization - augmented data
DualPredict Predictions from a two-model estimator
DualUplift Two-model estimator
InterPredict Predictions from an interaction estimator
InterUplift Interaction estimator
LassoPath LASSO path for penalized logistic regression
QiniArea Qini coefficient
QiniBarPlot Uplift barplot
QiniCurve Qini curve
QiniTable Performance of an uplift estimator
SimUplift Synthetic data for uplift modeling
SplitUplift Split data with respect to uplift distribution
SquareUplift Bivariate quantization
tools4uplift Tools for Uplift Modeling