Genetic Feature Selection for Optimal Functional Link Artificial Neural Network in Classification.
Satchidananda DehuriBijan Bihari MisraSung-Bae ChoPublished in: IDEAL (2008)
Keyphrases
- feature selection
- artificial neural networks
- feature subset
- classification accuracy
- text classification
- feature extraction
- accurate classification
- feature space
- classification models
- machine learning
- support vector machine
- feature set
- feature subset selection
- feature selection algorithms
- pattern recognition
- dimension reduction
- discriminative features
- classification algorithm
- text categorization
- knn
- class separability
- genetic algorithm
- method for feature selection
- neural network
- feature reduction
- classification performances
- unsupervised learning
- model selection
- optimal solution
- supervised learning
- classification method
- select relevant features
- conditional mutual information
- support vector
- multi class
- feature ranking
- dimensionality reduction
- image classification
- pattern classification
- fold cross validation
- instance selection
- class imbalance
- feature vectors
- mutual information
- redundant features
- feature selection and classification
- data sets
- sequential forward
- genetic algorithm ga