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Results for Software Defect; Total 2

Title

Performance Analysis of Software Defects Prediction using Over-Sampling (SMOTE) and Resampling

Author

Mohammad Zubair Khan, Reyadh Alluhaibi

Citation

Vol. 19  No. 11  pp. 202-215

Keywords

SDP, Software Defect Prediction, Oversampling, Resampling, SMOTE, Classifiers, NaiveBase, SVM, AdaBoost, Bagging, RandomForest


Title

Cross-Project Pooling of Defects for Handling Class Imbalance

Author

J. M. Catherine, S Djodilatchoumy2

Citation

Vol. 22  No. 10  pp. 11-16

Keywords

Software Defect, Random Forest, Matthews Correlation Coefficient, Accuracy, Dataset Imbalance handling


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