A benchmark of categorical encoders for binary classification

Federico Matteucci, Vadim Arzamasov, Klemens Böhm. A benchmark of categorical encoders for binary classification. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{MatteucciAB23,
  title = {A benchmark of categorical encoders for binary classification},
  author = {Federico Matteucci and Vadim Arzamasov and Klemens Böhm},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/ac01e21bb14609416760f790dd8966ae-Abstract-Datasets_and_Benchmarks.html},
  researchr = {https://researchr.org/publication/MatteucciAB23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}