A nonlinear kernel SVM classifier via L0/1 soft-margin loss with classification performance.
Ju LiuLing-Wei HuangYuan-Hai ShaoWei-Jie ChenChun-Na LiPublished in: J. Comput. Appl. Math. (2024)
Keyphrases
- svm classifier
- support vector machine
- soft margin
- support vector
- support vector machine svm
- support vectors
- svm classification
- image classification
- generalization ability
- feature vectors
- feature selection
- hyperplane
- training set
- multi class
- linear classifiers
- classification algorithm
- kernel function
- binary classification
- classification accuracy
- machine learning
- feature space
- classification method
- cross validation
- semi supervised
- knn
- pattern recognition
- loss function
- kernel methods
- training examples
- data sets
- training process
- training samples
- decision trees