Beyond algorithm hyperparameters: on preprocessing hyperparameters and associated pitfalls in machine learning applications

Christina Sauer, Anne-Laure Boulesteix, Luzia Hanßum +3

Adequately generating and evaluating prediction models based on supervised machine learning (ML) is often challenging, especially for less experienced users in applied research are…