A Fast and Automatic Kernel-based Classification Scheme: GDA+SVM or KNWFE+SVM.
Cheng-Hsuan LiPei-Jyun HsienLi-Hui LinPublished in: J. Inf. Sci. Eng. (2018)
Keyphrases
- classification scheme
- support vector
- support vector machine svm
- support vector machine
- classification method
- knn
- kernel methods
- classification schemes
- kernel function
- svm classification
- svm classifier
- multi class
- feature selection
- machine learning
- generalization ability
- k nearest neighbor
- multiple kernel learning
- feature space
- active learning
- pattern recognition
- training data
- binary classification
- multi class classification
- multiple kernel
- data sets
- multi class svm
- hyperplane
- classification algorithm
- databases