A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection.
Cemal Okan SakarOlcay KursunPublished in: Expert Syst. Appl. (2012)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- similarity measure
- canonical correlation analysis
- canonical correlations
- image registration
- information gain
- preprocessing
- feature space
- classification accuracy
- multivariate statistical
- machine learning
- clustering method
- text categorization
- feature set
- support vector machine