Robust Feature Selection by Mutual Information Distributions.
Marco ZaffalonMarcus HutterPublished in: CoRR (2014)
Keyphrases
- mutual information
- feature selection
- statistical dependence
- kullback leibler divergence
- information theoretic
- conditional mutual information
- information gain
- similarity measure
- image registration
- multi modal image registration
- medical image registration
- text categorization
- machine learning
- probability distribution
- support vector
- computationally efficient
- random variables
- partial occlusion
- joint distribution
- model selection
- information theoretic measures
- probability density
- data sets
- genetic algorithm
- decision trees
- kl divergence
- classification accuracy
- selected features
- multi class
- dimensionality reduction
- unsupervised learning