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New vignette for visualizing performance and feature importance #334

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kelly-sovacool opened this issue Mar 29, 2023 · 0 comments
Open

New vignette for visualizing performance and feature importance #334

kelly-sovacool opened this issue Mar 29, 2023 · 0 comments
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documentation Improvements or additions to documentation

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@kelly-sovacool
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Currently, a lot of plots are buried in the parallel vignette. We should break them out into a separate vignette.

  • plots for a single model
    • ROC and PRC
    • Feature importance with 95% CI
  • plots for multiple models on same dataset
    • Mean ROC and PRC
    • Performance boxplots with AUROC and AUPRC
    • Feature importance with 95% CI
  • plots for model(s) on different datasets with class imbalances
    • Mean balanced PRC
    • Boxplot with AUBPRC
@kelly-sovacool kelly-sovacool added the documentation Improvements or additions to documentation label Mar 29, 2023
@kelly-sovacool kelly-sovacool mentioned this issue Mar 29, 2023
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