Enhanced Local Support Vector Machine With Fast Cross-Validation Capability.
Yu-Ann ChenPau-Choo ChungPublished in: ICS (2014)
Keyphrases
- cross validation
- support vector machine
- support vector
- training set
- model selection
- hyperparameters
- generalization error
- variable selection
- svm classifier
- multi class
- regression problems
- cross validated
- hyperplane
- support vector machine svm
- feature selection
- neural network
- logistic regression
- generalization ability
- unseen data
- training data
- regularization parameter
- feature space
- machine learning
- svm classification
- error estimates
- grid search
- information criterion
- ls svm
- support vector regression
- kernel methods
- kernel function
- classification accuracy
- binary classification
- nearest neighbor classifiers
- database