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uplift (version 0.3.5)

Uplift Modeling

Description

An integrated package for building and testing uplift models

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Version

Install

install.packages('uplift')

Monthly Downloads

100

Version

0.3.5

License

GPL-2 | GPL-3

Maintainer

Leo Guelman

Last Published

March 17th, 2014

Functions in uplift (0.3.5)

checkBalance

Standardized Differences for Stratified Comparisons
trt

Mark Treatment Term
predict.upliftRF

Predictions from a Fitted Uplift Random Forest Model
rvtu

Response Variable Transform for Uplift Modeling
tian_transf

Modify Covariates for Uplift Modeling
uplift-package

Uplift Modeling
explore

Explore Data for Uplift Modeling
upliftRF

Uplift Random Forests
performance

Performance Assessment for Uplift Models
varImportance

Extract Variable Importance from upliftRF or ccif Fitted Objects
ccif

Causal Conditional Inference Forest
upliftKNN

Uplift k-Nearest Neighbor
sim_pte

Simulations for Personalized Treatment Effects
predict.ccif

Predictions from a Fitted Causal Conditional Inference Forest Model
niv

Adjusted Net Information Value
qini

Computes the Qini Coefficient Q
modelProfile

Profile a Fitted Uplift Model