A pareto-based ensemble of feature selection algorithms.
Amin HashemiMohammad Bagher DowlatshahiHossein Nezamabadi-pourPublished in: Expert Syst. Appl. (2021)
Keyphrases
- feature selection algorithms
- feature selection
- feature ranking
- multi objective
- data sets
- feature set
- random forest
- selection algorithm
- ensemble methods
- feature subset
- ensemble learning
- svm rfe
- machine learning
- training set
- neural network
- imbalanced data
- genetic algorithm
- high dimensionality
- optimization algorithm
- learning models
- training data
- microarray data
- text categorization
- base classifiers
- classification accuracy
- feature space
- feature extraction
- decision trees
- learning algorithm
- recursive feature elimination