A Comparison of Model Selection Methods for Multi-class Support Vector Machines.
Huaqing LiFeihu QiShaoyu WangPublished in: ICCSA (4) (2005)
Keyphrases
- model selection
- cross validation
- statistical inference
- data mining
- mixture model
- multi class support vector machines
- bayesian methods
- parameter estimation
- regression model
- variable selection
- hyperparameters
- automatic model selection
- information criterion
- gaussian process
- machine learning methods
- markov random field
- multi class
- objective function
- image processing
- machine learning