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lstm-jit-defect-prediction

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LSTM Ensemble Model for JIT Defect Prediction

Model Performance

Metric Value
F1-Score 0.3819
Precision 37.32%
Recall 39.09%
Accuracy 89.28%
AUC-ROC 0.8340
MCC 0.3233

Confusion Matrix 

                 Predicted
              Clean    Defective
Actual Clean     4701       304
Actual Defective    282       181
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