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Published at December 4

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

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Released Date: December 4, 2024

Authors: Christina Sauer¹, Anne-Laure Boulesteix¹, Luzia Hanßum¹, Farina Hodiamont², Claudia Bausewein², Theresa Ullmann³

Aff.: ¹Institute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, LMU Munich, Germany; ²Department of Palliative Medicine, University Hospital, LMU Munich, Germany; ³Institute of Clinical Biometrics, Center for Medical Data Science, Medical University of Vienna, Austria

Arxiv: http://arxiv.org/pdf/2412.03491v1

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