A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency.
Ahmed Al-AniRami N. KhushabaPublished in: AMLTA (2012)
Keyphrases
- selection algorithm
- feature subset
- feature subset selection
- selection scheme
- feature selection
- classification accuracy
- feature space
- feature set
- input features
- resource selection
- irrelevant features
- feature selection algorithms
- prototype selection
- feature ranking
- genetic algorithm ga
- optimal subset of features
- selecting features
- selected features
- reduction method
- single feature
- individual features
- redundant features
- classification models
- weak classifiers
- ensemble feature selection
- svm classifier
- differential evolution
- kernel parameters
- particle swarm optimization
- support vector
- image processing
- unsupervised feature selection
- method for feature selection
- evolutionary algorithm
- feature extraction
- image features
- distance measure
- machine learning
- optimization method