Mohammed ahmed

[Aly-EL-Badry]

No description provided.

[github-actions]

🧪 Model Evaluation Results

✅ Tests executed successfully!

Metrics:

Test data loaded successfully.
Samples: 800
Features: 49
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CatBoost model loaded successfully.
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Prediction completed successfully.
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Evaluation Results
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Accuracy: 0.6875
F1 Score (Weighted): 0.6876361001719046

Classification Report:

              precision    recall  f1-score   support

           0       0.82      0.62      0.71       153
           1       0.60      0.59      0.60       207
           2       0.80      0.70      0.75       161
           3       0.65      0.78      0.71       279

    accuracy                           0.69       800
   macro avg       0.72      0.68      0.69       800
weighted avg       0.70      0.69      0.69       800

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Metrics saved to metrics.json

📊 Confusion matrix plots have been uploaded as workflow artifacts.