Software Defect Prediction Using Support Vector Machine.
Haneen Abu AlhijaMohammad AzzehFadi AlmasalhaPublished in: CoRR (2022)
Keyphrases
- software defect prediction
- support vector machine
- imbalanced data
- feature ranking
- ensemble learning
- generalization ability
- feature selection
- sample selection bias
- svm classifier
- class imbalance
- multi class
- support vector
- kernel function
- training data
- support vector machine svm
- kernel methods
- feature space
- k nearest neighbor
- soft margin
- feature vectors
- decision boundary
- machine learning
- knn
- fold cross validation
- support vectors
- radial basis function
- classification method
- image classification