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126 roc #131

Merged
merged 12 commits into from
Aug 9, 2023
Merged

126 roc #131

merged 12 commits into from
Aug 9, 2023

Commits on Aug 4, 2023

  1. wrote get_y_score function

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  2. prediction dfs now include probabilities as well

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  3. prediction dfs now include probabilities for sklearn multilabel

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  4. added macro roc auc score to model summary

    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  5. write_model_preds now uses probabilities from predict_multilabel df o… 

    …utput
    @yiwen-h
    yiwen-h committed Aug 4, 2023
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  6. added model_performance.additional_analysis which calculates confusio… 

    …n matrix and auc_roc scores for labels
    @yiwen-h
    yiwen-h committed Aug 4, 2023
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Commits on Aug 7, 2023

  1. confusion matrix info and roc_auc_score now in model analysis

    @yiwen-h
    yiwen-h committed Aug 7, 2023
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Commits on Aug 9, 2023

  1. Replaced macro roc_aoc score with average_precision_score in perf ana… 

    …lysis
    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  2. renamed "support" column to be more userfriendly

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  3. fixed ruff complaining about == instead of isinstance in tests

    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  4. fixed ruff complaining about == instead of isinstance in test_factory… 

    …_pipeline
    @yiwen-h
    yiwen-h committed Aug 9, 2023
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  5. some broken dependencies causing test to fail, trying to fix pyprojec… 

    …t.toml
    @yiwen-h
    yiwen-h committed Aug 9, 2023
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