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[ENH] MeanAbsoluteError - evaluate_by_index, docstring#4302

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fkiraly merged 3 commits intomainfrom
mae-improved
Mar 26, 2023
Merged

[ENH] MeanAbsoluteError - evaluate_by_index, docstring#4302
fkiraly merged 3 commits intomainfrom
mae-improved

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@fkiraly fkiraly commented Mar 7, 2023

This PR makes two improvements to MeanAbsoluteError:

  • improved docstring - mathematical description, add missing multilevel parameter
  • _evaluate_by_index is implemented natively

This PR is also meant as a showcase and blueprint for other metrics.

@fkiraly fkiraly merged commit 556a73e into main Mar 26, 2023
@fkiraly fkiraly deleted the mae-improved branch March 26, 2023 13:21
fkiraly added a commit that referenced this pull request Aug 6, 2025
…ometricMeanAbsoluteError` (#7095)

Towards #4304 

Implementation of efficient `_evaluate_by_index` performance metric for
`GeometricMeanAbsoluteError` by taking reference from #4302

Originally in #6244, which was
deleted by @KaustubhUp025, this contained changes both by myself and
@KaustubhUp025
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