Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality.
Petr SomolJana NovovicováPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2010)
Keyphrases
- feature subset
- feature subset selection
- feature selection
- input features
- feature set
- classification accuracy
- selection algorithm
- redundant features
- selected features
- selecting features
- irrelevant features
- feature ranking
- feature selection algorithms
- ensemble methods
- genetic algorithm ga
- classification models
- optimal subset of features
- individual features
- feature space
- single feature
- unsupervised feature selection
- method for feature selection
- optimization method
- svm classifier
- ensemble feature selection