Combination of Single Feature Classifiers for Fast Feature Selection.
Hassan ChouaibFlorence CloppetNicole VincentPublished in: EGC (best of volume) (2012)
Keyphrases
- single feature
- feature selection
- feature ranking
- feature subset
- individual features
- multiple features
- support vector machine
- recognition rate
- feature selection algorithms
- classification accuracy
- feature set
- support vector
- feature subset selection
- text categorization
- discriminative power
- feature space
- dimensionality reduction
- selected features
- classification models
- machine learning
- high dimensionality
- text classification
- multi class
- knn
- ensemble methods
- ensemble learning
- svm classifier
- combining multiple
- naive bayes
- support vector machine svm
- neural network
- missing values
- logistic regression