Modeling Uplift Directly: Uplift Decision Tree with KL Divergence and Euclidean Distance as Splitting Criteria

October 28, 2019

Introduction Uplift models predict the incremental effect of a treatment on the outcome of an individual. In other words, they answer the causal ques...