ReinSel: A class-based mechanism for feature selection in ensemble of classifiers.
Anne M. P. CanutoKarliane M. O. ValeAntonino Feitosa NetoAlberto SignorettiPublished in: Appl. Soft Comput. (2012)
Keyphrases
- feature selection
- ensemble learning
- ensemble classifier
- feature set
- feature ranking
- linear discriminant
- support vector
- feature selection algorithms
- binary classification problems
- classifier ensemble
- training data
- multiclass classification
- linear svm
- class labels
- text categorization
- feature subset
- multi class
- training set
- ensemble classification
- naive bayes
- majority voting
- classification models
- text classification
- linear classifiers
- decision trees
- machine learning
- bayes classifier
- final classification
- ensemble methods
- classification accuracy
- selected features
- small sample
- ensemble pruning
- imbalanced data
- classification performances
- learning algorithm
- multiple classifiers
- feature subspace
- wrapper feature selection
- feature selection and classifier
- decision tree classifiers
- support vector machine
- meta learning
- individual features
- individual classifiers
- decision stumps
- neural network
- dimensionality reduction
- irrelevant attributes
- classification method