On Estimating Mutual Information for Feature Selection.
Erik SchaffernichtRobert KaltenhaeuserSaurabh Shekhar VermaHorst-Michael GrossPublished in: ICANN (1) (2010)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- image registration
- similarity measure
- text categorization
- multi modal image registration
- information theoretic measures
- medical image registration
- statistical dependence
- rigid body
- multi modality
- multimodal image registration
- feature selection algorithms
- feature extraction
- kullback leibler divergence
- selection criterion
- information theoretic criterion
- accurate estimation
- feature weighting
- mutual information maximization
- naive bayes
- text classification
- support vector machine
- classification accuracy
- multiresolution
- support vector
- training data
- selected features
- feature subset
- high dimensionality
- model selection
- feature set
- semi supervised
- forward selection
- knn
- maximization of mutual information