A hybrid genetic algorithm for feature selection wrapper based on mutual information.
Jinjie HuangYunze CaiXiaoming XuPublished in: Pattern Recognit. Lett. (2007)
Keyphrases
- mutual information
- feature selection
- information theoretic
- information gain
- multi modal image registration
- conditional mutual information
- support vector
- text classification
- multi class
- machine learning
- feature space
- classification accuracy
- medical image registration
- text categorization
- model selection
- feature set
- hybrid genetic algorithm
- irrelevant features
- mutual information maximization
- feature ranking
- statistical dependence
- redundant features
- support vector machine
- feature extraction
- naive bayes
- sequential forward
- selected features
- feature selection algorithms
- high dimensionality
- data sets
- dimensionality reduction
- feature weighting
- discriminative features
- gene expression data
- domain specific
- unsupervised feature selection
- image registration
- active learning
- evolutionary algorithm
- wrapper method
- bayesian networks
- neural network