Training data selection using ensemble dataset approach for software defect prediction

Keyphrases

• Software Defect Prediction 100%
• Training Data Selection 100%
• Cross-project Defect Prediction 100%
• Performance Prediction 33%
• High Performance 16%
• Defect Prediction 16%
• Prediction Research 16%
• Machine Learning Techniques 16%
• Multiple Datasets 16%
• Ensemble Methods 16%
• Source Data 16%
• Single Dataset 16%
• Ensemble Approach 16%
• Project Data 16%
• Performance Indicators 16%
• Over 65 16%
• Set Pair 16%
• Categorical Datasets 16%

Computer Science

• Software Defect 100%
• Defect Prediction 100%
• Training Data 100%
• Prediction Model 25%
• Traditional Cross 25%
• Prediction Performance 25%
• Machine Learning Technique 12%
• Categorical Data 12%
• Performance Indicator 12%
• Ensemble Technique 12%
• Ensemble Approach 12%
• Multiple Data Set 12%

Engineering

• Defects 100%
• Prediction Performance 22%
• Limitations 11%
• Source Data 11%
• Test Data 11%
• Performance Indicator 11%
• Machine Learning Technique 11%