Diverse Selection of Feature Subsets for Ensemble Regression.
Arvind Kumar ShekarPatricia Iglesias SánchezEmmanuel MüllerPublished in: DaWaK (2017)
Keyphrases
- feature subset
- ensemble feature selection
- ensemble methods
- feature selection
- selection algorithm
- final classification
- feature subset selection
- ensemble learning
- regression problems
- feature ranking
- classifier ensemble
- selecting features
- ensemble members
- classification accuracy
- genetic search
- genetic algorithm ga
- individual features
- sequential forward
- feature set
- feature selection algorithms
- weak classifiers
- base learners
- irrelevant features
- classification models
- benchmark datasets
- base classifiers
- genetic programming
- training set
- generalization ability
- selected features
- decision trees
- support vector
- data sets
- machine learning
- multi class
- model selection
- prediction accuracy