The coordinate descent method with stochastic optimization for linear support vector machines.
Tianyou ZhengXun LiangRun CaoPublished in: Neural Comput. Appl. (2013)
Keyphrases
- stochastic optimization
- linear support vector machines
- coordinate descent method
- logistic regression
- linear svm
- multistage
- support vector machine
- least squares support vector machine
- learning problems
- data sets
- decision trees
- loss function
- multi class
- convex optimization
- linear model
- naive bayes
- similarity measure
- ridge regression
- simple and easy to implement
- learning algorithm