Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information.
Alexander ShishkinAnastasia A. BezzubtsevaAlexey DrutsaIlia ShishkovEkaterina GladkikhGleb GusevPavel SerdyukovPublished in: NIPS (2016)
Keyphrases
- high order
- conditional mutual information
- mutual information
- feature selection
- higher order
- low order
- pairwise
- markov random field
- fourth order
- lower order
- bayesian logistic regression
- machine learning
- multi class
- text classification
- selection criterion
- image analysis
- feature extraction
- tensor analysis
- decision trees