Update README.md
Browse files
README.md
CHANGED
|
@@ -41,4 +41,16 @@ The model's performance was evaluated on a held-out validation set using the fol
|
|
| 41 |
- Data used to train and evaluate the model should be handled with caution to avoid the risk of exposing PII.
|
| 42 |
- Regular monitoring and auditing of the model's predictions may be necessary to identify and mitigate any potential biases or errors.
|
| 43 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 44 |
|
|
|
|
| 41 |
- Data used to train and evaluate the model should be handled with caution to avoid the risk of exposing PII.
|
| 42 |
- Regular monitoring and auditing of the model's predictions may be necessary to identify and mitigate any potential biases or errors.
|
| 43 |
|
| 44 |
+
## Training results
|
| 45 |
+
|
| 46 |
+
| Epoch | Training Loss | Validation Loss | Precision | Recall | F1 Score | Accuracy |
|
| 47 |
+
|-------|---------------|-----------------|-----------|--------|----------|----------|
|
| 48 |
+
| 1 | 0.093200 | 0.071345 | 0.905912 | 0.933906 | 0.919696 | 0.968861 |
|
| 49 |
+
| 2 | 0.067100 | 0.069066 | 0.912207 | 0.936481 | 0.924185 | 0.969175 |
|
| 50 |
+
| 3 | 0.060000 | 0.063845 | 0.930860 | 0.947639 | 0.939175 | 0.970566 |
|
| 51 |
+
| 4 | 0.043600 | 0.086811 | 0.925738 | 0.941631 | 0.933617 | 0.965496 |
|
| 52 |
+
| 5 | 0.025400 | 0.118688 | 0.931181 | 0.940773 | 0.935952 | 0.965092 |
|
| 53 |
+
| 6 | 0.012400 | 0.154431 | 0.931181 | 0.940773 | 0.935952 | 0.971463 |
|
| 54 |
+
|
| 55 |
+
|
| 56 |
|