A Multiform Optimization Framework for Multiobjective Feature Selection in Classification.
Jing LiangYuyang ZhangBoyang QuKe ChenKunjie YuCaitong YuePublished in: IEEE Trans. Evol. Comput. (2024)
Keyphrases
- feature selection
- multi objective
- classification accuracy
- feature extraction
- support vector
- decision trees
- feature set
- support vector machine
- evolutionary algorithm
- classification method
- multiobjective optimization
- optimization algorithm
- kernel machines
- feature subset
- conflicting objectives
- high dimensionality
- neural network
- evolutionary multiobjective
- support vector machine svm
- supervised learning
- feature space
- training data
- machine learning
- optimization method
- image classification
- multiple objectives
- feature vectors
- feature subset selection
- classification performances