The permutation test for feature selection by mutual information.
Damien FrançoisVincent WertzMichel VerleysenPublished in: ESANN (2006)
Keyphrases
- mutual information
- feature selection
- permutation tests
- information theoretic
- conditional mutual information
- information gain
- image registration
- cross validation
- kullback leibler divergence
- statistical inference
- statistical significance
- text categorization
- multi class
- classification accuracy
- machine learning
- support vector
- support vector machine
- model selection
- similarity measure
- variable selection
- class imbalance
- feature set
- chi square
- feature extraction
- information theory
- text classification
- hypothesis testing
- null hypothesis
- feature space