An improved genetic algorithm for optimal feature subset selection from multi-character feature set.
Wenzhu YangDaoliang LiLiang ZhuPublished in: Expert Syst. Appl. (2011)
Keyphrases
- feature subset
- feature subset selection
- feature set
- feature selection
- selected features
- classification accuracy
- selection algorithm
- feature space
- feature selection algorithms
- random forest
- ensemble methods
- feature ranking
- feature extraction
- classification models
- estimation of distribution algorithms
- genetic algorithm ga
- feature vectors
- texture features
- neural network
- data sets
- class labels
- prediction accuracy
- multi objective
- extracted features
- image processing
- machine learning