A New Alpha Seeding Method for Support Vector Machine Training.
Feng DuWenkang ShiHuawei GuoLiangzhou ChenPublished in: ICNC (1) (2005)
Keyphrases
- support vector machine
- detection method
- high precision
- synthetic data
- experimental evaluation
- cost function
- optimization method
- support vector machine svm
- error rate
- input data
- k nearest neighbor
- clustering method
- similarity measure
- segmentation method
- classification method
- training algorithm
- training phase
- feature set
- high accuracy
- significant improvement
- computational complexity
- objective function
- data sets
- multi class
- classification accuracy
- dynamic programming
- k means
- pairwise
- preprocessing
- support vector
- bayesian networks