A Practical Parameters Selection Method for SVM.
Yongsheng ZhuChunhung LiYouyun ZhangPublished in: ISNN (1) (2004)
Keyphrases
- support vector machine
- preprocessing
- hybrid method
- fine tuning
- clustering method
- input data
- significant improvement
- parameter estimation
- similarity measure
- classification method
- selection criterion
- computational complexity
- cost function
- support vector
- multi class classification
- objective function
- machine learning
- maximum likelihood estimation
- parameter space
- em algorithm
- selection algorithm
- sensitivity analysis
- detection method
- high accuracy
- pairwise
- feature selection