 Training results  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall | C Report                                                                                                                                                                                                                                                                                                                               | C Matrix | |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:--------:| | 0.2674        | 1.0   | 329  | 0.2436          | 0.9389   | 0.9389 | 0.9389    | 0.9389 |               precision    recall  f1-score   support             0       0.94      0.95      0.95       876            1       0.94      0.92      0.93       696      accuracy                           0.94      1572    macro avg       0.94      0.94      0.94      1572 weighted avg       0.94      0.94      0.94      1572  | None     | | 0.1377        | 2.0   | 658  | 0.1506          | 0.9408   | 0.9408 | 0.9408    | 0.9408 |               precision    recall  f1-score   support             0       0.97      0.92      0.95       876            1       0.91      0.96      0.94       696      accuracy                           0.94      1572    macro avg       0.94      0.94      0.94      1572 weighted avg       0.94      0.94      0.94      1572  | None     | | 0.0898        | 3.0   | 987  | 0.1491          | 0.9548   | 0.9548 | 0.9548    | 0.9548 |               precision    recall  f1-score   support             0       0.96      0.96      0.96       876            1       0.95      0.95      0.95       696      accuracy                           0.95      1572    macro avg       0.95      0.95      0.95      1572 weighted avg       0.95      0.95      0.95      1572  | None     | | 0.0543        | 4.0   | 1316 | 0.1831          | 0.9561   | 0.9561 | 0.9561    | 0.9561 |               precision    recall  f1-score   support             0       0.97      0.95      0.96       876            1       0.94      0.96      0.95       696      accuracy                           0.96      1572    macro avg       0.95      0.96      0.96      1572 weighted avg       0.96      0.96      0.96      1572  | None     | | 0.0394        | 5.0   | 1645 | 0.2095          | 0.9555   | 0.9555 | 0.9555    | 0.9555 |               precision    recall  f1-score   support             0       0.97      0.95      0.96       876            1       0.94      0.97      0.95       696      accuracy                           0.96      1572    macro avg       0.95      0.96      0.96      1572 weighted avg       0.96      0.96      0.96      1572  | None     |   