Cross-validation with leakage prevention

Knowledge package outline

Topic

Experimentation scientific reasoning and research methods

Purpose

Shows split design must respect time, groups and preprocessing.

Package contents

Fold maps; leakage examples; nested procedures.

Dependencies

Predictive modelling.