An Efficient Support Vector Machine Learning Method with Second-Order Cone Programming for Large-Scale Problems.
Rameswar DebnathMasakazu MuramatsuHaruhisa TakahashiPublished in: Appl. Intell. (2005)
Keyphrases
- support vector machine
- prior knowledge
- computationally efficient
- support vector machine svm
- search methods
- classification method
- preprocessing
- unsupervised learning
- learning algorithm
- quadratic programming
- detection method
- learning process
- cost function
- multi class
- high accuracy
- online learning
- pairwise
- training set
- computational complexity
- objective function
- reinforcement learning
- ls svm
- solving problems
- data sets