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hipom_data_mapping/post_process/similarity_classifier/output.txt

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Feat: added more classification and mapping variations Feat: added grid-search for threshold in similarity-classifier Feat: added more abbreviation rules
2024-11-25 18:15:28 +09:00
Fold: 1
Feat: added de_duplication post-processing method
2024-11-28 11:02:22 +09:00
Best threshold: 0.9
Accuracy: 0.89804
F1 Score: 0.74986
Precision: 0.62127
Recall: 0.94558
Feat: added more classification and mapping variations Feat: added grid-search for threshold in similarity-classifier Feat: added more abbreviation rules
2024-11-25 18:15:28 +09:00
Fold: 2
Feat: added de_duplication post-processing method
2024-11-28 11:02:22 +09:00
Best threshold: 0.9
Accuracy: 0.86719
F1 Score: 0.73213
Precision: 0.61272
Recall: 0.90935
Feat: added more classification and mapping variations Feat: added grid-search for threshold in similarity-classifier Feat: added more abbreviation rules
2024-11-25 18:15:28 +09:00
Fold: 3
Feat: added de_duplication post-processing method
2024-11-28 11:02:22 +09:00
Best threshold: 0.9
Accuracy: 0.86941
F1 Score: 0.74849
Precision: 0.61280
Recall: 0.96135
Feat: added more classification and mapping variations Feat: added grid-search for threshold in similarity-classifier Feat: added more abbreviation rules
2024-11-25 18:15:28 +09:00
Fold: 4
Feat: added de_duplication post-processing method
2024-11-28 11:02:22 +09:00
Best threshold: 0.9
Accuracy: 0.86325
F1 Score: 0.65826
Precision: 0.49865
Recall: 0.96813
Feat: added more classification and mapping variations Feat: added grid-search for threshold in similarity-classifier Feat: added more abbreviation rules
2024-11-25 18:15:28 +09:00
Fold: 5
Feat: added de_duplication post-processing method
2024-11-28 11:02:22 +09:00
Best threshold: 0.9
Accuracy: 0.84147
F1 Score: 0.66416
Precision: 0.51612
Recall: 0.93129