Use of Multiobjective Genetic Algorithms in Feature Selection.
Newton SpolaôrAna Carolina LorenaHuei Diana LeePublished in: SBRN (2010)
Keyphrases
- multi objective
- feature selection
- genetic algorithm
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- multiobjective optimization
- particle swarm optimization
- objective function
- text categorization
- machine learning
- conflicting objectives
- classification accuracy
- feature selection algorithms
- multiple objectives
- pareto optimal
- text classification
- support vector
- multiobjective genetic algorithm
- feature set
- feature extraction
- bi objective
- genetic search
- mutual information
- feature space
- nsga ii
- parameter optimization
- multi objective optimization problems
- multiobjective evolutionary algorithm
- support vector machine
- optimization method
- fitness function
- irrelevant features
- neural network
- multi class
- dimensionality reduction
- simulated annealing
- method for feature selection
- evolutionary multiobjective
- memetic algorithm
- multi task
- information gain
- classification models
- feature subset
- high dimensionality
- tabu search
- metaheuristic
- fuzzy logic
- trade off
- artificial neural networks