Ensemble Kernel-Mapping-Based Ranking Support Vector Machine for Software Defect Prediction.
Zhanyu YangLu LuQuanyi ZouPublished in: IEEE Trans. Reliab. (2024)
Keyphrases
- feature ranking
- software defect prediction
- support vector machine
- kernel function
- support vector
- kernel methods
- feature selection
- ensemble learning
- feature space
- imbalanced data
- svm classifier
- generalization ability
- support vector machine svm
- fold cross validation
- multi class
- machine learning
- feature vectors
- k nearest neighbor
- input space
- radial basis function
- kernel matrix
- high dimensionality
- training set
- ensemble classifier
- multi layer perceptron
- support vectors
- hyperplane
- binary classification
- gene selection
- linear classifiers
- high dimensional
- text classification
- feature extraction
- random forest
- logistic regression
- training data
- feature subset selection
- active learning
- data sets