Margin based feature selection - theory and algorithms.
Ran Gilad-BachrachAmir NavotNaftali TishbyPublished in: ICML (2004)
Keyphrases
- feature selection
- feature selection algorithms
- learning algorithm
- significant improvement
- data structure
- multi class
- computationally efficient
- theoretical framework
- computational complexity
- feature extraction
- dimensionality reduction
- optimization problems
- text classification
- text categorization
- benchmark datasets
- times faster
- generalization error
- genetic algorithm