Advances in Feature Selection with Mutual Information
Michel VerleysenFabrice RossiDamien FrançoisPublished in: CoRR (2009)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- text categorization
- recent advances
- image registration
- multi modal image registration
- artificial intelligence
- normalized mutual information
- similarity measure
- selection criterion
- kullback leibler divergence
- machine learning
- maximization of mutual information
- high dimensionality
- text classification
- multi class
- mutual information maximization
- information theoretic measures
- medical image registration
- irrelevant features
- feature selection algorithms
- feature weighting
- feature space
- support vector
- model selection
- support vector machine
- classification accuracy
- shannon entropy
- high dimensional
- method for feature selection
- multimodal image registration
- information theoretic criterion