A New Heuristic for Feature Selection by Consistent Biclustering
Antonio MucherinoSonia CafieriPublished in: CoRR (2010)
Keyphrases
- feature selection
- microarray data
- gene expression data
- high dimensionality
- mutual information
- forward selection
- optimal solution
- feature selection algorithms
- dynamic programming
- multi class
- dimensionality reduction
- text categorization
- machine learning
- microarray data analysis
- gene selection
- information gain
- text classification
- data points
- feature space
- tabu search
- feature set
- classification accuracy
- unsupervised feature selection
- search algorithm
- support vector
- irrelevant features
- multi task
- data mining
- gene expression data sets
- feature extraction
- redundant features
- computationally tractable
- small sample
- feature ranking
- model selection
- feature subset
- combinatorial optimization
- gene expression
- unsupervised learning