Feature selection with nonparametric statistics.
Emanuele FranceschiFrancesca OdoneFabrizio SmeraldiAlessandro VerriPublished in: ICIP (1) (2005)
Keyphrases
- feature selection
- classification accuracy
- mutual information
- multi class
- small sample
- method for feature selection
- text categorization
- text classification
- feature set
- unsupervised feature selection
- classification models
- support vector
- dimensionality reduction
- feature extraction
- microarray classification
- selected features
- machine learning
- feature space
- high dimensionality
- information gain
- multi task
- wrapper method
- support vector classification
- classification performances
- databases
- feature selection algorithms
- feature subset
- support vector machine
- image processing
- real world