Stable Feature Selection with Support Vector Machines.
Iman KamkarSunil Kumar GuptaDinh Q. PhungSvetha VenkateshPublished in: Australasian Conference on Artificial Intelligence (2015)
Keyphrases
- feature selection
- feature selection algorithms
- text categorization
- mutual information
- text classification
- machine learning
- feature extraction
- support vector
- unsupervised learning
- conditional mutual information
- method for feature selection
- feature selection and classification
- unsupervised feature selection
- small sample
- feature set
- microarray data
- forward selection
- model selection
- feature subset
- classification models
- multi task
- multi class
- selected features
- knn
- irrelevant features
- feature space
- feature relevance
- preprocessing
- databases
- real time