#cross-validation

Tuning scikit-learn Pipelines with GridSearchCV: Prefixes, Cross-Validation & Feature Names

GridSearchCV won't tune Pipeline steps without proper parameter prefixes. This post shows how to name steps, propagate feature names, and avoid cross-validation data leakage.