Simple Algorithms for Least Square Support Vector Machines.
Hsu-Kun WuPao-Jung ChenJer-Guang HsiehPublished in: SMC (2006)
Keyphrases
- least squares
- support vector
- black box
- times faster
- optimization problems
- radial basis function
- machine learning algorithms
- theoretical analysis
- binary classification
- learning algorithm
- orders of magnitude
- benchmark datasets
- computationally efficient
- classification accuracy
- computational cost
- computational complexity
- data structure
- training data
- image sequences