@article{beyondalgorithmhyperparameterson,
  title = {Beyond algorithm hyperparameters: on preprocessing hyperparameters and associated pitfalls in machine learning applications},
  author = {Christina Sauer and Anne-Laure Boulesteix and Luzia Hanßum and Farina Hodiamont and Claudia Bausewein and Theresa Ullmann},
  year = {2024},
  eprint = {2412.03491},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2412.03491v1},
}