Update README.md
Browse files
README.md
CHANGED
|
@@ -55,15 +55,17 @@ Kaggle's 100k Coursera Reviews Dataset
|
|
| 55 |
- **Training Framework**: Hugging Face Transformers
|
| 56 |
- **Max Seq Length**: 512
|
| 57 |
- **Epochs**: 3
|
| 58 |
-
- **Optimizer**: AdamW
|
| 59 |
-
- **Batch Size**: 16 (train), 64 (eval)
|
| 60 |
|
| 61 |
## Evaluation
|
| 62 |
|
| 63 |
- **Test Split**: 20% of full dataset
|
| 64 |
- **Metrics**: Accuracy, Macro Precision, Recall, F1
|
| 65 |
-
- **Macro F1**:
|
| 66 |
-
- **Accuracy**:
|
|
|
|
|
|
|
|
|
|
|
|
|
| 67 |
|
| 68 |
## Environmental Impact
|
| 69 |
|
|
|
|
| 55 |
- **Training Framework**: Hugging Face Transformers
|
| 56 |
- **Max Seq Length**: 512
|
| 57 |
- **Epochs**: 3
|
|
|
|
|
|
|
| 58 |
|
| 59 |
## Evaluation
|
| 60 |
|
| 61 |
- **Test Split**: 20% of full dataset
|
| 62 |
- **Metrics**: Accuracy, Macro Precision, Recall, F1
|
| 63 |
+
- **Macro F1**: 0.7647813475266324
|
| 64 |
+
- **Accuracy**: 0.7641242937853108
|
| 65 |
+
- **Macro Precision**: 0.766738569737377
|
| 66 |
+
- **Macro Recall**: 0.7641242937853107
|
| 67 |
+
- **samples_per_second**: 72.966
|
| 68 |
+
- **steps_per_second**: 1.159
|
| 69 |
|
| 70 |
## Environmental Impact
|
| 71 |
|