Extending the definition of beta-consistent biclustering for feature selection.
Antonio MucherinoPublished in: FedCSIS (2011)
Keyphrases
- feature selection
- microarray data
- gene expression data
- feature set
- support vector
- text categorization
- multi class
- gene expression data sets
- text classification
- feature selection algorithms
- classification accuracy
- selected features
- feature extraction
- high dimensionality
- gene expression
- feature subset
- machine learning
- mutual information
- dimensionality reduction
- unsupervised learning
- microarray datasets
- feature weighting
- feature space
- support vector machine
- biological data
- multi task
- model selection
- small sample
- consistency constraints
- microarray
- irrelevant features
- microarray data analysis
- data sets
- feature selection and classification
- support vector classification
- selecting relevant features