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| Training Loss | Epoch | Step | Accuracy | F1 | F1 Class 0 | F1 Class 1 | F1 Class 2 | F1 Class 3 | F1 Class 4 | Validation Loss | Precision | Recall |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.6005 | 1.0 | 107 | 0.3178 | 0.2864 | 0.4194 | 0.2105 | 0.1429 | 0.0 | 0.4412 | 1.5386 | 0.2783 | 0.3178 |
| 1.5645 | 2.0 | 214 | 0.4112 | 0.2901 | 0.4878 | 0.0 | 0.0 | 0.0 | 0.5620 | 1.4633 | 0.2381 | 0.4112 |
| 1.4339 | 3.0 | 321 | 0.4206 | 0.3759 | 0.5405 | 0.0909 | 0.1 | 0.2105 | 0.5979 | 1.3978 | 0.3764 | 0.4206 |
| 1.0045 | 4.0 | 428 | 0.3645 | 0.3516 | 0.4242 | 0.3137 | 0.2927 | 0.0 | 0.5217 | 1.7079 | 0.3755 | 0.3645 |
| 0.6207 | 5.0 | 535 | 0.4019 | 0.4035 | 0.5455 | 0.0952 | 0.3721 | 0.2857 | 0.5263 | 2.1420 | 0.4697 | 0.4019 |
| 0.7996 | 6.0 | 642 | 0.4112 | 0.4151 | 0.4762 | 0.32 | 0.3704 | 0.2727 | 0.5091 | 2.4410 | 0.5027 | 0.4112 |
| 0.4499 | 7.0 | 749 | 2.4399 | 0.4486 | 0.4634 | 0.4944 | 0.4486 | 0.65 | 0.2927 | 0.3529 | 0.2857 | 0.5625 |
| 0.465 | 8.0 | 856 | 2.7818 | 0.4393 | 0.4535 | 0.4931 | 0.4393 | 0.6222 | 0.2162 | 0.3243 | 0.2941 | 0.5902 |
| 0.3226 | 9.0 | 963 | 2.7736 | 0.4299 | 0.4348 | 0.4579 | 0.4299 | 0.5957 | 0.2222 | 0.3333 | 0.2581 | 0.5625 |