Adaptive feature selection via a new version of support vector machine.
Junyan TanZhiqiang ZhangLing ZhenChunhua ZhangNaiyang DengPublished in: Neural Comput. Appl. (2013)
Keyphrases
- feature selection
- support vector machine
- support vector
- multi class
- feature space
- small sample
- mutual information
- classification algorithm
- knn
- k nearest neighbor
- machine learning
- classification method
- svm classifier
- kernel function
- text categorization
- classification accuracy
- text classification
- selected features
- decision boundary
- feature selection algorithms
- information gain
- kernel methods
- feature extraction
- training set
- feature vectors
- feature set
- training data
- naive bayes
- dimensionality reduction
- ensemble classifier
- neural network
- irrelevant features
- soft margin
- automated text categorization