hipom_data_mapping/post_process/binary_classifier/classification_prediction/output.txt


********************************************************************************
Fold: 1
tp: 1808
tn: 10692
fp: 269
fn: 305
Accuracy: 0.95610
F1 Score: 0.86301
Precision: 0.87049
Recall: 0.85566
********************************************************************************
Fold: 2
tp: 1932
tn: 8304
fp: 278
fn: 208
Accuracy: 0.95467
F1 Score: 0.88828
Precision: 0.87421
Recall: 0.90280
********************************************************************************
Fold: 3
tp: 1789
tn: 7613
fp: 250
fn: 203
Accuracy: 0.95403
F1 Score: 0.88762
Precision: 0.87739
Recall: 0.89809
********************************************************************************
Fold: 4
tp: 1967
tn: 12929
fp: 420
fn: 135
Accuracy: 0.96408
F1 Score: 0.87636
Precision: 0.82405
Recall: 0.93578
********************************************************************************
Fold: 5
tp: 1915
tn: 10381
fp: 405
fn: 268
Accuracy: 0.94811
F1 Score: 0.85054
Precision: 0.82543
Recall: 0.87723
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 de_duplication post-processing method 2024-11-28 11:02:22 +09:00			`tp: 1808`
			`tn: 10692`
			`fp: 269`
			`fn: 305`
			`Accuracy: 0.95610`
			`F1 Score: 0.86301`
			`Precision: 0.87049`
			`Recall: 0.85566`
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 de_duplication post-processing method 2024-11-28 11:02:22 +09:00			`tp: 1932`
			`tn: 8304`
			`fp: 278`
			`fn: 208`
			`Accuracy: 0.95467`
			`F1 Score: 0.88828`
			`Precision: 0.87421`
			`Recall: 0.90280`
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 de_duplication post-processing method 2024-11-28 11:02:22 +09:00			`tp: 1789`
			`tn: 7613`
			`fp: 250`
			`fn: 203`
			`Accuracy: 0.95403`
			`F1 Score: 0.88762`
			`Precision: 0.87739`
			`Recall: 0.89809`
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 de_duplication post-processing method 2024-11-28 11:02:22 +09:00			`tp: 1967`
			`tn: 12929`
			`fp: 420`
			`fn: 135`
			`Accuracy: 0.96408`
			`F1 Score: 0.87636`
			`Precision: 0.82405`
			`Recall: 0.93578`
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 de_duplication post-processing method 2024-11-28 11:02:22 +09:00			`tp: 1915`
			`tn: 10381`
			`fp: 405`
			`fn: 268`
			`Accuracy: 0.94811`
			`F1 Score: 0.85054`
			`Precision: 0.82543`
			`Recall: 0.87723`