Severity_Predictor / README.md
AliArshad's picture
Update README.md
a799137
|
raw
history blame
759 Bytes
metadata
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

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]]