Generalization and learning rate of multi-class support vector classification and regression.
Zijie DongJiawen GongBin ZouYichi WangJie XuPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2022)
Keyphrases
- multi class
- learning rate
- support vector classification
- support vector regression
- support vector machine
- support vector
- convergence rate
- learning algorithm
- regression model
- multi class classification
- hidden layer
- convergence speed
- binary classification
- pairwise
- weight vector
- support vector machine svm
- kernel function
- feature selection
- solution path
- svm classifier
- perceptron algorithm
- data sets
- activation function
- markov random field
- kernel methods
- multi task
- base classifiers
- text categorization
- k nearest neighbor
- model selection
- linear programming