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--- |
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language: |
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- en |
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metrics: |
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- accuracy |
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pipeline_tag: text-classification |
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datasets: |
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- AliArshad/Bugzilla_Eclipse_Bug_Reports_Dataset |
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--- |
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|
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# Model Training Summary |
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|
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## Data Splitting |
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- **Split Ratio**: 80:20 (Training:Test) |
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|
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## Label Mapping |
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```python |
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label_mapping = {'non-severe': 0, 'severe': 1} |
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``` |
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|
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## Training Loss Over Iterations |
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|
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| Step | Training Loss | |
|
|------|---------------| |
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| 500 | 0.518800 | |
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| 1000 | 0.321000 | |
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| 1500 | 0.210000 | |
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| 2000 | 0.120900 | |
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|
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## Evaluation Metrics |
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|
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- **Accuracy**: 0.8452921586436573 |
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- **Precision**: 0.8686567164179104 |
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- **Recall**: 0.909375 |
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- **F1-score**: 0.8885496183206106 |
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- **MCC (Matthews Correlation Coefficient)**: 0.637922907223529 |
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|
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## Confusion Matrix |
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|
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``` |
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[[ 755 308] |
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[ 203 2037]] |
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``` |
