File size: 759 Bytes
5e27125 a799137 5e27125 1b6df88 5e27125 1b6df88 63755cc 1b6df88 63755cc 1b6df88 63755cc 1b6df88 63755cc a799137 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
---
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]]
``` |