Binary Linear Classification and Feature Selection via Generalized Approximate Message Passing.
Justin ZinielPhilip SchniterPer SederbergPublished in: IEEE Trans. Signal Process. (2015)
Keyphrases
- message passing
- linear classification
- inference in graphical models
- feature selection
- linear classifiers
- belief propagation
- document classification
- distributed systems
- maximum margin
- markov random field
- multi class
- machine learning
- support vector machine
- graphical models
- text categorization
- support vector
- feature extraction
- svm classifier
- graph cuts
- text classification
- feature set