Learn R Programming
⚠️There's a newer version (0.3.5) of this package.Take me there.

uplift (version 0.3.4)

Uplift Modeling

Description

An integrated package for building and testing uplift models

Copy Link

Version

Install

install.packages('uplift')

Monthly Downloads

2

Version

0.3.4

License

GPL-2 | GPL-3

Maintainer

Leo Guelman

Last Published

February 1st, 2014

Functions in uplift (0.3.4)

modelProfile

Profile a Fitted Uplift Model
uplift-package

Uplift Modeling
checkBalance

Standardized Differences for Stratified Comparisons
rvtu

Response Variable Transform for Uplift Modeling
niv

Adjusted Net Information Value
explore

Explore Data for Uplift Modeling
sim_pte

Simulations for Personalized Treatment Effects
trt

Mark Treatment Term
performance

Performance Assessment for Uplift Models
predict.upliftRF

Predictions from a Fitted Uplift Random Forest Model
upliftKNN

Uplift k-Nearest Neighbor
tian_transf

Modify Covariates for Uplift Modeling
ccif

Causal Conditional Inference Forest
qini

Computes the Qini Coefficient Q
varImportance

Extract Variable Importance from upliftRF or ccif Fitted Objects
predict.ccif

Predictions from a Fitted Causal Conditional Inference Forest Model
upliftRF

Uplift Random Forests