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feat(ranking): per-class metric weights, gt.tl.ranking, and dataset-level plot #3

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Merged
PauBadiaM merged 4 commits into from
Jun 22, 2026
Merged

feat(ranking): per-class metric weights, gt.tl.ranking, and dataset-level plot #3

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3ef01d1
feat(ranking): add per-class metric weights and gt.tl.ranking
PauBadiaM Jun 10, 2026
02a4e77
feat(ranking): per-dataset weighting and level='dataset' plot
PauBadiaM Jun 22, 2026
1d757b0
docs(changelog): add 0.0.3 entry
PauBadiaM Jun 22, 2026
322b674
fix(predictive): pass obs_names as list to train_test_split
PauBadiaM Jun 22, 2026
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10 changes: 10 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -8,6 +8,16 @@ and this project adheres to [Semantic Versioning][].
[keep a changelog]: https://keepachangelog.com/en/1.0.0/
[semantic versioning]: https://semver.org/spec/v2.0.0.html

## 0.0.3

### Added

- `tl.ranking`: returns the weighted mean F0.1 per method used for the ranking, with `mean_f01` plus one column per dataset, sorted descending.

### Changed

- `pl.ranking`: added a `metric_weights` parameter to weight each metric class, a `level='dataset'` heatmap, and now weights classes per dataset before averaging across datasets, delegating the ranking math to `tl.ranking`.

## 0.0.2

### Added
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