A comparative analysis of support vector machines and extreme learning machines.
Xueyi LiuChuanhou GaoPing LiPublished in: Neural Networks (2012)
Keyphrases
- extreme learning machines
- support vector
- learning machines
- large margin classifiers
- cross validation
- kernel function
- evolutionary algorithm
- loss function
- feature selection
- classification accuracy
- data sets
- kernel methods
- generalization ability
- support vector machine
- multi class
- binary classification
- knowledge base
- real world
- genetic algorithm
- maximum margin
- hyperplane
- flowshop
- multiscale
- svm classifier
- expert systems
- feature extraction