Forward feature selection using Residual Mutual Information.
Erik SchaffernichtChristoph MöllerKlaus DebesHorst-Michael GrossPublished in: ESANN (2009)
Keyphrases
- mutual information
- feature selection
- statistical independence
- conditional mutual information
- information theoretic
- information gain
- image registration
- medical image registration
- similarity measure
- multi modal image registration
- forward and backward
- information theoretic criterion
- text classification
- kullback leibler divergence
- bi directional
- feature selection algorithms
- mutual information maximization
- support vector machine
- sequential forward
- machine learning
- feature space
- classification accuracy
- microarray data
- information theoretic measures
- statistical dependence
- support vector
- text categorization
- multi class
- irrelevant features
- high dimensionality
- informative features
- shannon entropy
- forward selection
- naive bayes
- feature set