Scikit-learn

Why Your Scikit-learn Pipeline Silently Transforms Your Target Variable

Scikit-learn pipelines are excellent for preventing data leakage and simplifying preprocessing, but they can sometimes transform your target variable (y) in unexpected ways. Learn why this happens, how it affects model performance, and how to prevent subtle training and evaluation bugs.