A Combination of Sample Subsets and Feature Subsets in One-Against-Other Classifiers.
Mineichi KudoSatoshi ShiraiHiroshi TenmotoPublished in: MCS (2007)
Keyphrases
- feature subset
- feature selection
- feature subset selection
- classification models
- classification accuracy
- feature ranking
- selection algorithm
- feature set
- final classification
- feature space
- feature selection algorithms
- optimal subset of features
- genetic algorithm ga
- irrelevant features
- svm classifier
- ensemble methods
- classifier ensemble
- selected features
- decision trees
- ensemble feature selection
- ensemble learning
- multi objective
- support vector
- individual features
- training data
- redundant features
- feature extraction
- learning algorithm
- optimization method
- naive bayes
- training set