Feature ranking and best feature subset using mutual information.
Shuang CangDerek PartridgePublished in: Neural Comput. Appl. (2004)
Keyphrases
- feature ranking
- mutual information
- feature subset
- feature selection
- feature subset selection
- information gain
- classification accuracy
- selection algorithm
- single feature
- selected features
- support vector machine
- feature selection algorithms
- feature set
- ensemble methods
- text categorization
- text classification
- similarity measure
- machine learning
- genetic algorithm ga
- high dimensionality
- classification models
- feature space
- data sets
- data mining
- k nearest neighbor
- dimensionality reduction
- knn
- computer vision
- model selection
- gene selection
- feature extraction
- genetic algorithm