Solving Multiobjective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling.
Ruwang JiaoBing XueMengjie ZhangPublished in: IEEE Trans. Evol. Comput. (2024)
Keyphrases
- feature selection
- multi objective
- high dimensionality
- classification accuracy
- solving problems
- feature space
- text classification
- feature extraction
- model selection
- classification models
- optimization problems
- evolutionary algorithm
- support vector
- feature vectors
- feature set
- support vector machine
- test problems
- text categorization
- multiobjective optimization
- multiple objectives
- binary classification problems
- combinatorial optimization
- optimization algorithm
- support vector machine svm
- machine learning
- linear programming
- single objective optimization
- convex programming
- method for feature selection
- multi class
- decision trees
- class imbalance
- unsupervised learning
- np complete
- dimensionality reduction