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Adding log loss #121

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Merged
juaristi22 merged 7 commits into from
Sep 25, 2025
Merged

Adding log loss #121

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d9fa5b2
add log loss
juaristi22 Sep 20, 2025
d355e28
add dual metrics to cv and autoimpute
juaristi22 Sep 20, 2025
272187b
add visualization tools for log loss
juaristi22 Sep 21, 2025
af1ed01
fixing probs passed into log loss
juaristi22 Sep 22, 2025
293f30f
update documentation
juaristi22 Sep 25, 2025
3973e88
minor nits
juaristi22 Sep 25, 2025
b09abbb
remove duplicate test
juaristi22 Sep 25, 2025
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8 changes: 8 additions & 0 deletions changelog_entry.yaml
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Original file line number Diff line number Diff line change
@@ -0,0 +1,8 @@
- bump: patch
changes:
added:
- Log loss metric for evaluating categorical variable imputation.
- Functionality for cross-validation and autoimpute to integrate log loss.
- Visualization utilities for categorical imputation performance.
changed:
- Updated documentation to reflect new methods and log loss features.
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