Mutual information for feature selection: estimation or counting?
Bach Hoai NguyenBing XuePeter AndreaePublished in: Evol. Intell. (2016)
Keyphrases
- mutual information
- feature selection
- parzen window
- conditional mutual information
- information theoretic
- information gain
- selection criterion
- similarity measure
- multi modal image registration
- image registration
- medical image registration
- dimensionality reduction
- text categorization
- kullback leibler divergence
- classification accuracy
- statistical dependence
- feature space
- multi class
- mutual information maximization
- accurate estimation
- feature selection algorithms
- neural network
- classification models
- density estimation
- feature subset
- gene expression data
- model selection
- text classification
- markov random field
- pattern recognition
- support vector
- computer vision
- genetic algorithm