A hybrid optimization algorithm-based feature selection for thyroid disease classifier with rough type-2 fuzzy support vector machine.
Vidhushavarshini SureshkumarSathiyabhama BalasubramaniamVinayakumar RaviAjay ArunachalamPublished in: Expert Syst. J. Knowl. Eng. (2022)
Keyphrases
- fuzzy support vector machine
- feature selection
- hybrid optimization algorithm
- feature set
- rough sets
- support vector machine
- optimization algorithm
- feature space
- feature selection algorithms
- feature subset
- text classification
- text categorization
- feature reduction
- support vector
- input features
- hybrid algorithm
- bayes classifier
- small sample
- machine learning
- classification accuracy
- feature extraction
- multi class
- evolutionary algorithm
- decision trees
- particle swarm
- feature weighting
- bayesian classifier
- classification performances
- wrapper method
- fold cross validation
- feature selection and classifier
- medical diagnosis
- neuro fuzzy
- ultrasound images
- classification method
- particle swarm optimization
- genetic programming
- artificial neural networks
- training set
- expert systems
- genetic algorithm