Testing Different Ensemble Configurations for Feature Selection.
Borja Seijo-PardoVerónica Bolón-CanedoAmparo Alonso-BetanzosPublished in: Neural Process. Lett. (2017)
Keyphrases
- feature selection
- ensemble learning
- mutual information
- feature ranking
- ensemble methods
- text categorization
- text classification
- ensemble feature selection
- classification accuracy
- machine learning
- ensemble classification
- wrapper feature selection
- neural network
- method for feature selection
- multi class
- ensemble classifier
- high dimensionality
- random forest
- information gain
- model selection
- feature selection algorithms
- decision trees
- feature space
- classifier ensemble
- discriminative features
- feature subset
- microarray data
- test cases
- dimensionality reduction
- selected features
- training set
- feature weighting
- test data
- irrelevant features
- redundant features
- naive bayes
- genetic algorithm