SVM with Feature Selection and Extraction Techniques for Defect-Prone Software Module Prediction.
Raj KumarKrishna Pratap SinghPublished in: SocProS (2) (2016)
Keyphrases
- prediction accuracy
- support vector machine svm
- support vector
- multi class
- software architecture
- user interface
- feature selection
- prediction algorithm
- prediction model
- software systems
- software development
- least squares support vector machine
- software tools
- feature vectors
- kernel function
- training set
- data sets
- prediction error
- software developers
- ls svm
- support vector machine
- software design
- radial basis function neural network
- test cases
- computer systems
- knn
- decision function
- web services
- generalization ability
- hyperplane
- training data
- classification method
- svm classifier
- feature space
- source code