Software Defect Prediction Model Based On KPCA-SVM.
Yan ZhouChun ShanShiyou SunShengjun WeiSicong ZhangPublished in: SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Keyphrases
- software defect prediction
- imbalanced data
- feature ranking
- ensemble learning
- support vector
- kernel function
- support vector machine svm
- kernel methods
- support vector machine
- feature vectors
- feature space
- feature selection
- generalization ability
- sample selection bias
- svm classifier
- knn
- class imbalance
- multi class
- face recognition
- linear regression
- k nearest neighbor
- hyperplane
- machine learning
- artificial neural networks
- kernel matrix
- support vectors
- class distribution
- random forest
- classification models
- ensemble methods
- learning problems
- model selection