Feature Selection for Nonlinear Kernel Support Vector Machines.
Olvi L. MangasarianGang KouPublished in: ICDM Workshops (2007)
Keyphrases
- feature selection
- kernel support vector machines
- support vector machine
- text categorization
- machine learning
- feature selection algorithms
- high dimension
- text classification
- mutual information
- high dimensionality
- irrelevant features
- unsupervised learning
- multi class
- feature extraction
- support vector
- feature set
- knn
- unsupervised feature selection
- classification accuracy
- high dimensional
- information gain
- nonlinear equations
- data sets
- feature selection and classification
- feature ranking
- piecewise linear
- high order
- naive bayes
- genetic algorithm
- model selection
- decision trees
- artificial neural networks
- feature space