Unraveling overoptimism and publication bias in ML-driven science

Pouria Saidi, Gautam Dasarathy, Visar Berisha

Machine Learning (ML) is increasingly used across many disciplines with impressive reported results. However, recent studies suggest published performance of ML models are often ov…