Feature Selection via Mutual Information: New Theoretical Insights.
Mario BerahaAlberto Maria MetelliMatteo PapiniAndrea TirinzoniMarcello RestelliPublished in: CoRR (2019)
Keyphrases
- information theoretic criterion
- mutual information
- theoretical insights
- feature selection
- information theoretic
- conditional mutual information
- information gain
- image registration
- multi modal image registration
- medical image registration
- similarity measure
- statistical dependence
- text categorization
- multimodal image registration
- feature extraction
- kullback leibler divergence
- information theoretic measures
- classification accuracy
- support vector machine
- machine learning
- normalized mutual information
- multi modality
- selection criterion
- selected features
- feature selection algorithms
- support vector
- feature space
- multi class
- method for feature selection
- classification models
- mutual information maximization
- informative features
- data sets
- feature subset
- pattern recognition
- learning algorithm
- neural network