Enhancing the diversity of genetic algorithm for improved feature selection.
Akram AlSukkerRami N. KhushabaAhmed Al-AniPublished in: SMC (2010)
Keyphrases
- feature selection
- genetic algorithm
- multi class
- multi objective
- mutual information
- parameter optimization
- neural network
- text categorization
- artificial neural networks
- method for feature selection
- simulated annealing
- text classification
- metaheuristic
- feature selection algorithms
- genetic search
- ensemble feature selection
- feature ranking
- feature selection and classifier
- discriminative features
- feature weighting
- selected features
- mutation operator
- crossover operator
- hybrid algorithm
- high dimensionality
- fitness function
- tabu search
- unsupervised learning
- principal component analysis
- fuzzy logic
- training set
- face recognition
- machine learning