CleanSurvival: automated data preprocessing for time-to-event models using reinforcement learning
Abstract Background Data preprocessing is often paid little attention in machine learning, despite its potentially significant impact on model performance. While automated machine learning pipelines are starting to recognise and integrate data preprocessing into their solutions for classification and regression tasks,...
Yousef Koka, David Selby, Gerrit Großmann et al.
· BMC Medical Informatics and... · 0 citations