Cardinality-constrained feature selection for classification.
Razvan CristescuPublished in: ISIT (2008)
Keyphrases
- feature selection
- classification accuracy
- machine learning
- classification models
- support vector
- feature set
- text classification
- feature extraction
- pattern recognition
- feature space
- support vector machine
- model selection
- high dimensionality
- accurate classification
- web page classification
- training samples
- text categorization
- support vector machine svm
- feature selection and classification
- feature subset
- decision trees
- automatic classification
- classification method
- bayes classifier
- feature subset selection
- discriminative features
- classification scheme
- method for feature selection
- unsupervised learning
- supervised learning
- selected features
- pattern classification
- irrelevant features
- knn
- feature reduction
- classification performances
- class separability
- conditional mutual information
- unsupervised feature selection
- ensemble classifier
- gene expression data
- svm classifier