A multi-objective evolutionary algorithm for feature selection based on mutual information with a new redundancy measure.
Zhichun WangMinqiang LiJuanzi LiPublished in: Inf. Sci. (2015)
Keyphrases
- mutual information
- feature selection
- information content
- similarity measure
- information theoretic measures
- information theoretic
- conditional mutual information
- information redundancy
- criterion function
- kullback leibler divergence
- information gain
- image registration
- shannon entropy
- jensen shannon divergence
- information theory
- text categorization
- multi modal image registration
- selection criterion
- medical image registration
- neural network
- multimodal image registration
- pointwise mutual information
- classification models
- irrelevant features
- text classification
- distance measure
- data sets
- microarray data
- model selection
- evolutionary algorithm
- feature space
- minimum redundancy
- genetic algorithm
- sequential forward