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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
Best threshold: 0.9775
Accuracy: 0.92512
F1 Score: 0.76313
Precision: 0.78069
Recall: 0.74633
Fold: 2
Best threshold: 0.9775
Accuracy: 0.92054
F1 Score: 0.81117
Precision: 0.77150
Recall: 0.85514
Fold: 3
Best threshold: 0.985
Accuracy: 0.93201
F1 Score: 0.83578
Precision: 0.81657
Recall: 0.85592
Fold: 4
Best threshold: 0.9924999999999999
Accuracy: 0.95334
F1 Score: 0.82722
Precision: 0.83341
Recall: 0.82112
Fold: 5
Best threshold: 0.9924999999999999
Accuracy: 0.92968
F1 Score: 0.77680
Precision: 0.83395
Recall: 0.72698