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R. V. Deursen

1 paper hereh-index 142.6k citations22 works total

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  • middle author1

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fields
  • cs.LG1

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collaborators

1 paper

cs.LG2024

Be aware of overfitting by hyperparameter optimization!

Igor V. Tetko, Ruud van Deursen, Guillaume Godin

Hyperparameter optimization is very frequently employed in machine learning. However, an optimization of a large space of parameters could result in overfitting of models. In recen…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.