| --- |
| license: cc-by-nc-4.0 |
| --- |
| |
|
|
| [allenai/tk-instruct-base-def-pos](https://huggingface.co/allenai/tk-instruct-base-def-pos) model fined tuned on custom pyabsa english model from 'ATEPC_MULTILINGUAL_CHECKPOINT' auto annotated hospital reviews [keywords,polarity] dataset. |
|
|
|
|
| Training Results: |
|
|
| Epoch | Training Loss | Validation Loss |
|
|
| 1 | 0.061900 | 0.047395 |
|
|
| 2 | 0.038300 | 0.035213 |
|
|
| 3 | 0.029700 | 0.028486 |
|
|
| 4 | 0.024900 | 0.028562 |
|
|
| ----------------------------------------------------------------------------------------------------------------------------------------------- |
|
|
| Evaluation Results: |
|
|
| Train Precision: 0.9682688696958318 |
|
|
| Train Recall: 0.9692090837901332 |
|
|
| Train F1: 0.968738748610698 |
|
|
| Test Precision: 0.965 |
|
|
| Test Recall: 0.9620517768129925 |
|
|
| Test F1: 0.9635236331427651 |
|
|
| UnseenTest Precision: 0.9670502092050209 |
|
|
| UnseenTest Recall: 0.9685699319015191 |
|
|
| UnseenTest F1: 0.9678094739596965 |
