hipom_data_mapping/post_process/binary_classifier/classification_prediction/output.txt


********************************************************************************
Fold: 1
Accuracy: 0.95174
F1 Score: 0.90912
Precision: 0.91788
Recall: 0.90092
********************************************************************************
Fold: 2
Accuracy: 0.95159
F1 Score: 0.92593
Precision: 0.91697
Recall: 0.93574
********************************************************************************
Fold: 3
Accuracy: 0.95373
F1 Score: 0.93021
Precision: 0.91935
Recall: 0.94233
********************************************************************************
Fold: 4
Accuracy: 0.96524
F1 Score: 0.92902
Precision: 0.91306
Recall: 0.94702
********************************************************************************
Fold: 5
Accuracy: 0.95643
F1 Score: 0.92319
Precision: 0.91793
Recall: 0.92869
Chore: re-organized train folders to have standardized naming schemes Feat: introduced BERT-based binary classification 2024-11-20 15:07:47 +09:00
			`********************************************************************************`
			`Fold: 1`
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			`Accuracy: 0.95174`
			`F1 Score: 0.90912`
			`Precision: 0.91788`
			`Recall: 0.90092`
Chore: re-organized train folders to have standardized naming schemes Feat: introduced BERT-based binary classification 2024-11-20 15:07:47 +09:00			`********************************************************************************`
			`Fold: 2`
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			`Accuracy: 0.95159`
			`F1 Score: 0.92593`
			`Precision: 0.91697`
			`Recall: 0.93574`
Chore: re-organized train folders to have standardized naming schemes Feat: introduced BERT-based binary classification 2024-11-20 15:07:47 +09:00			`********************************************************************************`
			`Fold: 3`
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			`Accuracy: 0.95373`
			`F1 Score: 0.93021`
			`Precision: 0.91935`
			`Recall: 0.94233`
Chore: re-organized train folders to have standardized naming schemes Feat: introduced BERT-based binary classification 2024-11-20 15:07:47 +09:00			`********************************************************************************`
			`Fold: 4`
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			`Accuracy: 0.96524`
			`F1 Score: 0.92902`
			`Precision: 0.91306`
			`Recall: 0.94702`
Chore: re-organized train folders to have standardized naming schemes Feat: introduced BERT-based binary classification 2024-11-20 15:07:47 +09:00			`********************************************************************************`
			`Fold: 5`
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			`Accuracy: 0.95643`
			`F1 Score: 0.92319`
			`Precision: 0.91793`
			`Recall: 0.92869`