Enhance training analysis page with test metrics and confusion matrix

- Added a section to display test metrics for model performance on the held-out test set.
- Implemented confusion matrix visualization to analyze prediction breakdown.
- Refactored sidebar settings to streamline metric selection and improve user experience.
- Updated cross-validation statistics to compare CV performance with test metrics.
- Enhanced DatasetEnsemble methods to handle empty data scenarios gracefully.
- Introduced debug scripts to assist in identifying feature mismatches and validating dataset preparation.
- Added comprehensive tests for DatasetEnsemble to ensure feature consistency and correct behavior across various scenarios.
This commit is contained in:
Tobias Hölzer 2026-01-07 15:56:02 +01:00
parent 4fecac535c
commit c92e856c55
23 changed files with 1845 additions and 484 deletions

223
pixi.lock generated
View file

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