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uplift (version 0.3.4)
Uplift Modeling
Description
An integrated package for building and testing uplift models
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Version
0.3.5
0.3.4
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Install
install.packages('uplift')
Monthly Downloads
66
Version
0.3.4
License
GPL-2 | GPL-3
Maintainer
Leo Guelman
Last Published
February 1st, 2014
Functions in uplift (0.3.4)
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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