Add leakage_imputation_model #48
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abdulfatir
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Sep 24, 2025
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abdulfatir
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Looks good. Unrelated to this specific PR, but should we maybe add some tests for the analysis stuff?
src/fev/analysis.py
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| training_corpus_overlap_df = training_corpus_overlap_df.fillna(False).astype(bool) | ||
| if leakage_imputation_model not in errors_df.columns: | ||
| raise ValueError( | ||
| f"Results for leakage_imputation_model '{leakage_imputation_model}' are missing for some tasks." |
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Is the error message correct? Why some tasks?
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Thanks, that was indeed a typo.
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Regarding the unit tests: good point, I've added some basic ones for the core analysis methods.
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Description of changes:
leakage_imputation_modelthat replaces errors wheretrained_on_this_dataset==True.win_rateinstead ofskill_scorefor consistency withpairwise_comparison.0.6.1.By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.