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tools4uplift (version 0.1-0)
Tools for Uplift Modeling
Description
Uplift modeling aims at predicting the causal effect of an action such as medical treatment or a marketing campaign on a particular individual by taking into consideration the response to a treatment. In order to simplify the task for practitioners in uplift modeling, we propose a combination of tools that can be separated into the following ingredients: i) categorization, ii) visualization, iii) feature engineering, iv) feature selection and v) model validation. For a review of uplift modeling, please read Gutierrez and Grardy (2017) .