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score_trajectory can return score worse than error score #132

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sdahdah
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@sdahdah sdahdah commented Jan 18, 2023

Resolves #130 and #131

Proposed Changes

  • Ensure that when error_score is a finite number, it is the lowest possible score. If a finite score worse than the error score would be returned, the error score is returned instead. This is to ensure compatibility with hyperparameter optimizers.
  • Change name in LICENSE file.

Checklist

  • Write unit tests
  • Add new estimators to existing scikit-learn compatibility tests
  • Write examples in docstrings
  • Update Sphinx documentation
  • Bump version number and date in setup.py, CITATION.cff, and
    README.rst

@sdahdah sdahdah added bug Something isn't working documentation Improvements or additions to documentation labels Jan 18, 2023
@sdahdah sdahdah added this to the v1.1.4 milestone Jan 18, 2023
@sdahdah sdahdah self-assigned this Jan 18, 2023
@sdahdah sdahdah merged commit 2bd980c into main Jan 18, 2023
@sdahdah sdahdah deleted the bugfix/131-score_trajectory-can-return-score-worse-than-error_score branch January 18, 2023 20:29
@sdahdah sdahdah modified the milestones: v1.1.4, v1.2.0 Aug 15, 2023
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score_trajectory() can return score worse than error_score Change name in license file
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