Benefiting From Single-Objective Feature Selection to Multiobjective Feature Selection: A Multiform Approach.
Ruwang JiaoBing XueMengjie ZhangPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- feature selection
- multi objective
- text categorization
- mutual information
- feature selection algorithms
- irrelevant features
- classification accuracy
- feature set
- support vector
- model selection
- machine learning
- unsupervised feature selection
- evolutionary algorithm
- particle swarm optimization
- gene expression data
- multiobjective optimization
- feature subset
- discriminative features
- information gain
- data sets
- feature ranking
- selected features
- method for feature selection
- multi objective optimization
- classification models
- microarray data
- high dimensionality
- naive bayes
- text classification
- dimensionality reduction