Simplified Support Vector Machines Via Kernel-Based Clustering.
Zhi-Qiang ZengJi GaoHang GuoPublished in: Australian Conference on Artificial Intelligence (2006)
Keyphrases
- support vector
- kernel based clustering
- kernel function
- learning machines
- kernel methods
- large margin classifiers
- reduced set
- support vector machine
- logistic regression
- hyperplane
- feature selection
- support vectors
- multi class classification
- cross validation
- loss function
- generalization ability
- hyperparameters
- radial basis function
- training examples
- classification accuracy
- maximum margin
- soft margin
- input space
- multiple kernel learning
- feature space
- multi class
- training set