MABUSE: A margin optimization based feature subset selection algorithm using boosting principles.
Nicolás García-PedrajasGonzalo Cerruela GarcíaPublished in: Knowl. Based Syst. (2022)
Keyphrases
- selection algorithm
- feature subset
- feature selection
- feature subset selection
- ensemble methods
- selection scheme
- prototype selection
- decision stumps
- optimization algorithm
- classification accuracy
- resource selection
- weak classifiers
- optimization method
- support vector
- boosting algorithms
- optimization problems
- search algorithm
- information gain
- genetic algorithm ga
- classification models
- feature selection algorithms
- optimal subset of features
- input features
- training set
- feature space
- machine learning
- evolutionary algorithm
- kernel machines
- learning algorithm
- method for feature selection
- neural network