Most Ligand-Based Classification Benchmarks Reward Memorization Rather than Generalization

Izhar Wallach, Abraham Heifets

Undetected overfitting can occur when there are significant redundancies between training and validation data. We describe AVE, a new measure of training-validation redundancy for…