An efficient method for simplifying support vector machines.
DucDung NguyenTu Bao HoPublished in: ICML (2005)
Keyphrases
- computational complexity
- high precision
- support vector
- computational cost
- classification method
- detection method
- training samples
- pairwise
- high accuracy
- support vector machine svm
- cross validation
- objective function
- synthetic data
- clustering method
- fully automatic
- decision function
- computationally efficient
- experimental evaluation
- classification accuracy
- data sets
- significant improvement
- prior knowledge
- feature vectors
- artificial neural networks
- preprocessing
- similarity measure
- decision trees
- genetic algorithm
- neural network