Resampling methods for parameter-free and robust feature selection with mutual information.
Damien FrançoisFabrice RossiVincent WertzMichel VerleysenPublished in: Neurocomputing (2007)
Keyphrases
- mutual information
- parameter free
- feature selection
- similarity measure
- information theoretic
- kullback leibler divergence
- classification method
- information gain
- conditional mutual information
- data sets
- information theoretic measures
- discriminative features
- significant improvement
- pairwise
- video sequences
- decision trees
- real world