Fuzzy filter cost-sensitive feature selection with differential evolution.
Emrah HancerBing XueMengjie ZhangPublished in: Knowl. Based Syst. (2022)
Keyphrases
- differential evolution
- cost sensitive
- feature selection
- multi class
- naive bayes
- evolutionary algorithm
- parameter optimization
- particle swarm optimization
- optimization algorithm
- differential evolution algorithm
- misclassification costs
- support vector machine
- class imbalance
- cost sensitive learning
- optimization method
- cost sensitive classification
- class distribution
- genetic algorithm
- numerical optimization problems
- text categorization
- active learning
- fuzzy sets
- solving global optimization problems
- multi objective
- classification accuracy
- membership functions
- fuzzy logic
- feature space
- training data
- global optimization problems
- machine learning
- fuzzy rules
- support vector
- feature extraction
- feature set
- knn
- feature subset
- artificial neural networks
- text classification