Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality.
Petr SomolJana NovovicováPublished in: SSPR/SPR (2008)
Keyphrases
- feature subset
- feature selection
- feature subset selection
- classification accuracy
- selection algorithm
- feature set
- selecting features
- input features
- irrelevant features
- genetic algorithm ga
- redundant features
- feature ranking
- classification models
- selected features
- feature selection algorithms
- svm classifier
- feature space
- ensemble methods
- optimal subset of features
- individual features
- unsupervised feature selection
- support vector machine
- single feature
- artificial neural networks
- method for feature selection
- ensemble feature selection
- data mining
- image classification
- fitness function