Frank-Wolfe algorithm for learning SVM-type multi-category classifiers.
Kenya TajimaYoshihiro HirohashiEsmeraldo Ronnie Rey ZaraTsuyoshi KatoPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- multi category
- classification algorithm
- support vector machine svm
- extreme learning machine
- learning tasks
- expectation maximization
- support vector classification
- multi class
- support vector machine
- active learning
- feature vectors
- support vector
- feedforward neural networks
- supervised learning
- svm classifier
- objective function
- convergence rate
- generalization ability
- training data
- decision trees
- feature selection