Evolutionary inspired optimization of feature subset ensembles.
Dominik SlezakSebastian WidzPublished in: NaBIC (2010)
Keyphrases
- feature subset
- feature subset selection
- feature selection
- ensemble feature selection
- optimization method
- ensemble methods
- classification accuracy
- selection algorithm
- genetic algorithm ga
- feature ranking
- genetic search
- genetic algorithm
- optimization algorithm
- input features
- optimization problems
- kernel parameters
- unsupervised feature selection
- decision trees
- ensemble learning
- feature set
- selected features
- feature selection algorithms
- training data
- irrelevant features
- redundant features
- selecting features
- method for feature selection
- nearest neighbor
- weak classifiers
- learning models
- neural network
- kernel machines
- pattern recognition
- high dimensional
- particle swarm optimization