Maintainability prediction of web service using support vector machine with various kernel methods.
Lov KumarMukesh KumarSantanu Ku. RathPublished in: Int. J. Syst. Assur. Eng. Manag. (2017)
Keyphrases
- kernel methods
- support vector machine
- web services
- support vector
- kernel function
- learning problems
- machine learning
- protein classification
- kernel matrix
- feature space
- multiple kernel learning
- multiple kernel
- multi class
- gaussian kernel
- reproducing kernel hilbert space
- kernel matrices
- high dimensional feature space
- graph kernels
- svm training
- svm classifier
- training data
- support vectors
- support vector regression
- kernel pca
- svm classification
- feature selection
- kernel trick
- kernel ridge regression
- kernel principal component analysis
- statistical learning theory
- maximum margin
- hyperplane
- knn
- feature vectors
- training set
- learning algorithm