Combining Feature Subsets in Feature Selection.
Marina SkurichinaRobert P. W. DuinPublished in: Multiple Classifier Systems (2005)
Keyphrases
- feature subset
- feature selection
- feature subset selection
- feature selection algorithms
- redundant features
- classification accuracy
- selected features
- irrelevant features
- selection algorithm
- feature ranking
- feature set
- method for feature selection
- genetic algorithm ga
- feature space
- ensemble feature selection
- machine learning
- optimal subset of features
- mutual information
- selecting features
- classification models
- feature extraction
- ensemble methods
- text classification
- dimensionality reduction
- information gain
- sequential forward
- svm classifier
- model selection
- support vector machine
- pairwise
- support vector
- naive bayes
- feature relevance
- knn