Support Vector Machines for Regression and Applications to Software Quality Prediction.
Xin JinZhaodong LiuRongfang BieGuoxing ZhaoJixin MaPublished in: International Conference on Computational Science (4) (2006)
Keyphrases
- quality prediction
- support vector
- learning machines
- large margin classifiers
- feature selection
- support vector regression
- software systems
- regression problems
- logistic regression
- image quality
- loss function
- kernel function
- software tools
- software development
- support vector machine
- regression model
- computer systems
- software package
- binary classification
- neural network
- polynomial kernels
- decision function
- source code
- software design
- support vectors
- hyperparameters
- generalization ability
- software components
- svm classifier
- test cases