Writing
Notes on machine learning, cheminformatics and how benchmarks quietly mislead us.
Your scaffold split is not one thing. Measured across four MoleculeNet datasets and five seeds: two implementation choices that no paper reports swing a reported AUC by 0.185, and which one bites you depends on a property of your data you probably haven’t checked.