Software defect prediction using K-PCA and various kernel-based extreme learning machine: an empirical study.
Sushant Kumar PandeyDeevashwer RatheeAnil Kumar TripathiPublished in: IET Softw. (2020)
Keyphrases
- extreme learning machine
- software defect prediction
- principal component analysis
- support vector machine
- ensemble learning
- support vector regression
- feedforward neural networks
- feed forward neural networks
- hidden nodes
- gaussian processes
- neural network
- class imbalance
- support vector
- dimensionality reduction
- variable selection
- face recognition
- feature space
- feature extraction
- high dimensional
- principal components
- svm classifier
- kernel methods
- feature selection
- benchmark datasets
- support vector machine svm
- prior knowledge
- feature vectors
- learning algorithm