Feature Selection via Mutual Information: New Theoretical Insights.
Mario BerahaAlberto Maria MetelliMatteo PapiniAndrea TirinzoniMarcello RestelliPublished in: IJCNN (2019)
Keyphrases
- mutual information
- theoretical insights
- feature selection
- conditional mutual information
- information theoretic
- information gain
- image registration
- multi modal image registration
- similarity measure
- support vector machine
- medical image registration
- text categorization
- machine learning
- kullback leibler divergence
- information theoretic measures
- feature selection algorithms
- support vector
- microarray data
- multimodal image registration
- feature extraction
- feature set
- selection criterion
- irrelevant features
- feature subset selection
- informative features
- redundant features
- feature space
- statistical dependence
- multi class
- method for feature selection
- maximization of mutual information
- image processing
- classification models