How Registered Reports can improve trust in machine learning research

As preregistration is already advocated for ML research², Registered Reports are a natural extension, and decouple publication from outcomes. We define ML-based predictive research broadly, to encompass traditional supervised methods such as elastic net regression and deep neural networks,…