What is the impact of imbalance on software defect prediction performance?

Computer Science

• Predictive Performance 100%
• Software Defect 100%
• Prediction Performance 100%
• Defect Prediction 100%
• Minority Class 40%
• Prediction Model 40%
• Imbalance Ratio 20%
• Evaluation Measure 20%

Keyphrases

• Software Defect Prediction 100%
• Performance Prediction 100%
• Prediction Studies 28%
• Minority Class 28%
• F-measure 14%
• Meta-analysis 14%
• Different Datasets 14%
• Measuring Precision 14%
• Evaluation Model 14%
• Defect Prediction 14%
• Fault Prediction 14%
• Imbalance Ratio 14%
• Imbalanced Data 14%
• Evaluation Measures 14%
• Ceiling Effect 14%
• Prediction Model 14%