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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
Version
0.3.5
0.3.4
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Install
install.packages('uplift')
Monthly Downloads
66
Version
0.3.5
License
GPL-2 | GPL-3
Maintainer
Leo Guelman
Last Published
March 17th, 2014
Functions in uplift (0.3.5)
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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