How to Prevent Duplicate Data Leakage in Train-Test Splits

Audit repeated observations that differ only in delivery metadata, measure their overlap across a row-wise train-test split, and keep each observation group on one side of the evaluation boundary.

July 22, 2026 in Machine Learning, Python by Mehdi Lotfinejad11 minutes