---
language:
- en
metrics:
- accuracy
pipeline_tag: text-classification
datasets:
- AliArshad/Bugzilla_Eclipse_Bug_Reports_Dataset
---

# Model Training Summary

## Data Splitting
- **Split Ratio**: 80:20 (Training:Test)

## Label Mapping
```python
label_mapping = {'non-severe': 0, 'severe': 1}
```

## Training Loss Over Iterations

| Step | Training Loss |
|------|---------------|
| 500  | 0.518800      |
| 1000 | 0.321000      |
| 1500 | 0.210000      |
| 2000 | 0.120900      |

## Evaluation Metrics

- **Accuracy**: 0.8452921586436573
- **Precision**: 0.8686567164179104
- **Recall**: 0.909375
- **F1-score**: 0.8885496183206106
- **MCC (Matthews Correlation Coefficient)**: 0.637922907223529

## Confusion Matrix

```
[[ 755  308]
 [ 203 2037]]
```