Feature Selection with Imbalanced Data for Software Defect Prediction.
Taghi M. KhoshgoftaarKehan GaoPublished in: ICMLA (2009)
Keyphrases
- software defect prediction
- imbalanced data
- feature selection
- linear regression
- classification models
- class imbalance
- random forest
- class distribution
- decision trees
- support vector machine
- ensemble classifier
- ensemble methods
- sampling methods
- text classification
- text categorization
- machine learning
- svm classifier
- support vector machine svm
- dimensionality reduction
- support vector
- feature extraction
- learning tasks
- ensemble learning
- feature set
- training data