Software Defect Prediction Using Regression via Classification.
Stamatia BibiGrigorios TsoumakasIoannis StamelosIoannis P. VlahavasPublished in: AICCSA (2006)
Keyphrases
- software defect prediction
- support vector
- classification accuracy
- model selection
- classification algorithm
- feature ranking
- image classification
- regression problems
- class labels
- generalization ability
- classification models
- supervised learning
- training samples
- benchmark datasets
- decision trees
- feature space
- ensemble learning
- linear regression
- classification method
- logistic regression
- support vector machine svm
- text classification
- feature set
- feature vectors