| | --- |
| | datasets: |
| | - risa-ai/sentiment-v2 |
| | language: |
| | - id |
| | --- |
| | |
| | ### Hyperparameters |
| |
|
| | ``` |
| | "epochs": 32, |
| | "learning_rate": 2e-5, |
| | "batch_size_train": 24, |
| | "batch_size_val": 16, |
| | "max_len": 512, |
| | "num_worker": 4, |
| | "max_grad_norm": 5, |
| | } |
| | ``` |
| |
|
| | ### Run Summary Logs |
| |
|
| | ``` |
| | accuracy 0.8318462096481682 |
| | f1 0.8314074021814951 |
| | precision 0.7324855145009559 |
| | recall 0.7052524442856924 |
| | train_loss 0.006222551137038769 |
| | ``` |
| |
|
| | ### Evaluation Result |
| |
|
| | ``` |
| | precision recall f1-score support |
| | |
| | confused 0.63 0.62 0.62 1170 |
| | negative 0.73 0.60 0.66 515 |
| | netral 0.89 0.90 0.89 9888 |
| | positive 0.70 0.70 0.70 2212 |
| | |
| | accuracy 0.83 13785 |
| | macro avg 0.73 0.70 0.72 13785 |
| | weighted avg 0.83 0.83 0.83 13785 |
| | |
| | ``` |
| |
|
| | ### Confusion Matrix |
| |
|
| |  |
