Tools for Uplift Modeling
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Documentation for package ‘tools4uplift’ version 1.0.0
Help Pages
| barplot.PerformanceUplift | Uplift barplot |
| BestFeatures | Qini-based feature selection |
| BinUplift | Univariate quantization |
| BinUplift2d | Bivariate quantization |
| DualUplift | Two-model estimator |
| DualUplift.default | Two-model estimator |
| DualUplift.formula | Two-model estimator |
| InterUplift | Interaction estimator |
| InterUplift.default | Interaction estimator |
| InterUplift.formula | Interaction estimator |
| LassoPath | LASSO path for the penalized logistic regression |
| lines.PerformanceUplift | Qini curve |
| PerformanceUplift | Performance of an uplift estimator |
| plot.PerformanceUplift | Qini curve |
| predict.BinUplift | Prediction from univariate quantization |
| predict.DualUplift | Predictions from a two-model estimator |
| predict.InterUplift | Predictions from an interaction estimator |
| print.DualUplift | Two-model estimator |
| print.PerformanceUplift | Performance of an uplift estimator |
| QiniArea | Qini coefficient |
| qLHS | Qini-based uplift regression |
| SimUplift | Synthetic data for uplift modeling |
| SplitUplift | Split data with respect to uplift distribution |
| summary.DualUplift | Two-model estimator |
| UpliftPerCat | Uplift barplot for categorical variables |