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Published
December 8, 2021
Authors
  • Liudmila Prokhorenkova
Research areas
  • Machine learning theory

How to validate validation measures

Performance measures and their inconsistency

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How to choose the right measure

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Additional findings

References

  1. Martijn Gösgens, Alexey Tikhonov and Liudmila Prokhorenkova. “Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures.” ICML 2021.←
  2. Martijn Gösgens, Anton Zhiyanov, Alexey Tikhonov and Liudmila Prokhorenkova. “Good Classification Measures and How to Find Them.” NeurIPS 2021.←
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