A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms.
Mattia PedergnanaPrashanth Reddy MarpuMauro Dalla MuraJón Atli BenediktssonLorenzo BruzzonePublished in: IEEE Trans. Geosci. Remote. Sens. (2013)
Keyphrases
- feature selection
- genetic algorithm
- optimal solution
- neural network
- feature subset
- mutual information
- dynamic programming
- feature set
- machine learning
- user profiles
- text categorization
- text classification
- artificial neural networks
- support vector
- multi objective
- parameter optimization
- irrelevant features
- dimensionality reduction
- classification accuracy
- evolutionary algorithm
- genetic programming
- feature space
- attribute values
- high dimensionality
- information gain
- genetic algorithm is employed