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Refactor evaluation flow #35

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gravesee opened this issue May 16, 2023 · 2 comments
Open

Refactor evaluation flow #35

gravesee opened this issue May 16, 2023 · 2 comments

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@gravesee
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To support different evaluation strategies, could a trait be implemented that abstracts and captures the evaluation flow logic to support other paradigms.
@jinlow
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jinlow commented May 17, 2023

Yes, definitely!
Are the main ones we would want to support...

  • One metric one or multiple datasets.
  • Multiple metric's one or multiple datasets?

@gravesee
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  • out-of-bag error estimate

The function signature could take the dev data, the tuple of sample indices, the evaluation data, and all metrics

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@gravesee @jinlow