In this PR:
- `stratify_plots_by` parameter is introduced in BaseMIL to specify
metadata column on which the output PR and ROC curves can be stratified
- Functionality is added to plot the output curves stratified by
metadata
- Corresponding tests are added
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Co-authored-by: Harshita Sharma <t-hsharma@microsoft.com>
ROC curve is added as a plot option. Tests are updated for ROC and PR
curves
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Co-authored-by: Harshita Sharma <t-hsharma@microsoft.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
- Add attention histogram plot option
- Add original slide without overlay to heatmaps plots
- Change colormap from Reds to Spectral_r
- Remove rectangle borders for smoother heatmaps
Kenza Bouzid
Anton Schwaighofer
Harshita Sharma