Model Metrics
Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
---|---|---|---|---|---|---|
100 | No log | 0.281410 | 0.773214 | 0.780198 | 0.776690 | 0.942846 |
200 | No log | 0.256995 | 0.776130 | 0.778604 | 0.777365 | 0.947045 |
300 | No log | 0.289863 | 0.764055 | 0.782324 | 0.773081 | 0.939480 |
400 | No log | 0.262789 | 0.790380 | 0.788700 | 0.789539 | 0.945807 |
500 | 0.114500 | 0.228064 | 0.789131 | 0.794722 | 0.791917 | 0.950626 |
600 | 0.114500 | 0.227512 | 0.800178 | 0.796493 | 0.798331 | 0.952833 |
700 | 0.114500 | 0.228726 | 0.801765 | 0.804463 | 0.803112 | 0.953049 |
800 | 0.114500 | 0.227957 | 0.805335 | 0.807474 | 0.806403 | 0.954341 |
900 | 0.114500 | 0.221626 | 0.815007 | 0.806057 | 0.810508 | 0.955660 |
1000 | 0.089300 | 0.223684 | 0.812489 | 0.806589 | 0.809528 | 0.954772 |