A Speedup Method for SVM Decision.
Yongsheng ZhuJunyan YangJian YeYouyun ZhangPublished in: SSPR/SPR (2006)
Keyphrases
- support vector machine svm
- high accuracy
- objective function
- hybrid method
- detection method
- decision rules
- preprocessing
- significant improvement
- support vector machine
- decision trees
- ranking svm
- high precision
- cross validation
- clustering method
- experimental evaluation
- knn
- input data
- computational cost
- dynamic programming
- synthetic data
- svm classifier
- pairwise
- computational complexity
- classification algorithm
- similarity measure
- feature extraction
- neural network
- multi class svm