Feature Selection using Fuzzy Support Vector Machines.
Hong XiaBao Qing HuPublished in: Fuzzy Optim. Decis. Mak. (2006)
Keyphrases
- fuzzy support vector machines
- feature selection
- feature selection algorithms
- text categorization
- mutual information
- classification accuracy
- feature set
- microarray classification
- text classification
- dimensionality reduction
- machine learning
- unsupervised feature selection
- selected features
- feature space
- microarray data
- small sample
- information gain
- high dimensionality
- method for feature selection
- support vector machine
- unsupervised learning
- gene expression data
- feature subset
- multi class
- preprocessing
- forward selection
- neural network
- classification performances
- image processing
- bayesian networks
- bayes classifier
- feature ranking
- feature weighting
- gene selection
- multi task
- classification models
- naive bayes
- artificial neural networks
- knn