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This repository has been archived by the owner on Dec 18, 2023. It is now read-only.

Feat/multiclass metrics #280

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wants to merge 9 commits into from
Closed

Feat/multiclass metrics #280

wants to merge 9 commits into from

Commits on Dec 7, 2022

  1. updated model types and added specification for binary/multiclass cla… 

    …ssification
    @IanAtCredo
    IanAtCredo committed Dec 7, 2022
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  2. added beginning of multiclass classification area

    @IanAtCredo
    IanAtCredo committed Dec 7, 2022
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Commits on Dec 8, 2022

  1. Prototyped change to process_metrics for fairness

    @fabrizio-credo
    fabrizio-credo committed Dec 8, 2022
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  2. Change to process_metrics for performance. 

    Modified tabular data to account for non naming of sensitive features.
This caused failure in ModelFairness due to issues with fairlearn.create_metric_frame.
    @fabrizio-credo
    fabrizio-credo committed Dec 8, 2022
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  3. Ported all multiclass classification functions 

    - Created a credoai version for TPER, TNR
    @fabrizio-credo
    fabrizio-credo committed Dec 8, 2022
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  4. Updated model type

    @fabrizio-credo
    fabrizio-credo committed Dec 8, 2022
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Commits on Dec 9, 2022

  1. capitalized model types to remove unnecessary upper and variable crea… 

    …tion
    @IanAtCredo
    IanAtCredo committed Dec 9, 2022
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  2. updated confusion metric function with more metrics and calculated av… 

    …erage. Moved all to macro average by default
    @IanAtCredo
    IanAtCredo committed Dec 9, 2022
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  3. added weighted average

    @IanAtCredo
    IanAtCredo committed Dec 9, 2022
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