A Semisupervised Feature Selection with Support Vector Machine.
Kun DaiHong-Yi YuQing LiPublished in: J. Appl. Math. (2013)
Keyphrases
- support vector machine
- feature selection
- semi supervised
- multi class
- support vector
- small sample
- feature space
- text categorization
- support vector machine svm
- machine learning
- mutual information
- text classification
- svm classifier
- kernel methods
- feature set
- k nearest neighbor
- training set
- classification algorithm
- kernel function
- classification accuracy
- information gain
- generalization ability
- irrelevant features
- maximum margin
- feature selection algorithms
- feature vectors
- high dimensionality
- feature extraction
- discriminative features
- hyperplane
- selected features
- feature ranking
- svm classification
- automated text categorization
- feature reduction
- recursive feature elimination
- multi task
- microarray data
- radial basis function
- classification method
- semi supervised learning
- knn
- decision boundary
- gene expression data
- naive bayes
- soft margin
- unsupervised feature selection
- similarity measure