Rough-Mutual Feature Selection Based on Min-Uncertainty and Max-Certainty.
Sombut FoitongOuen PinngernBoonwat AttachooPublished in: IEICE Trans. Inf. Syst. (2012)
Keyphrases
- feature selection
- uncertainty handling
- possibility theory
- text categorization
- rough sets
- mutual information
- belief functions
- feature space
- feature selection algorithms
- inherent uncertainty
- text classification
- high dimensionality
- microarray data
- uncertain data
- feature extraction
- handling uncertainty
- robust optimization
- discriminative features
- information gain
- incomplete information
- classification accuracy
- forward selection
- conditional mutual information
- machine learning
- informative features
- multi task
- conditional probabilities
- support vector