Feature Selection in SVM Based on the Hybrid of Enhanced Genetic Algorithm and Mutual Information.
Chunkai ZhangHong HuPublished in: MDAI (2006)
Keyphrases
- mutual information
- feature selection
- genetic algorithm
- conditional mutual information
- support vector machine
- information theoretic
- support vector
- information gain
- image registration
- parallel genetic algorithm
- medical image registration
- fitness function
- text classification
- feature selection algorithms
- text categorization
- support vector machine svm
- multi objective
- similarity measure
- neural network
- genetic programming
- feature set
- fuzzy logic
- feature ranking
- irrelevant features
- method for feature selection
- machine learning
- relevance feedback
- artificial neural networks
- feature space
- model selection
- selection criterion
- microarray datasets
- knn
- classification accuracy
- information theoretic measures
- recursive feature elimination
- feature extraction
- information theoretic criterion