X-Learner Uplift Model in Python Manually create meta-learner X-learner: Model data processing, model training, prediction, individual treatment effect (ITE) and average treatment effect (ATE) calculation, and customer segmentation

X-Learner Uplift Model in Python

X-learner is a meta-learner that is an extension of the T-learner. Compared with T-learner, X-learner is better for highly imbalanced treatment and control groups. In this tutorial, we will talk about the following: Resources for this post: Let’s get started! Step 0: X-learner Algorithm X-learner is consisted of three stages, and each stage has model(s) that …

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