A New Perspective for Information Theoretic Feature Selection.
Gavin BrownPublished in: AISTATS (2009)
Keyphrases
- information theoretic
- mutual information
- feature selection
- information theory
- theoretic framework
- jensen shannon divergence
- information bottleneck
- text categorization
- multi modality
- kullback leibler divergence
- classification accuracy
- feature selection algorithms
- distributional clustering
- information theoretic measures
- minimum description length
- image registration
- multi class
- naive bayes
- relative entropy
- similarity measure
- computational learning theory
- text classification
- computer vision
- entropy measure
- support vector
- feature subset
- feature space
- log likelihood
- selection criterion
- nearest neighbor
- image segmentation
- image processing
- machine learning