SVM-KM: Speeding SVMs Learning with a priori Cluster Selection and k-Means.
Marcelo Barros de AlmeidaAntônio de Pádua BragaJoão Pedro BragaPublished in: SBRN (2000)
Keyphrases
- support vector
- support vector machine svm
- feature selection
- k means
- multi class
- feature vectors
- svm classifier
- learning problems
- clustering algorithm
- generalization ability
- support vector machine
- kernel function
- learning machines
- hierarchical clustering
- cluster analysis
- kernel machines
- max margin
- support vector machine classifiers
- kernel methods
- machine learning
- knn
- training set
- training data
- learning algorithm
- multi class classification
- maximum margin
- statistical learning theory
- structured output
- svm training
- standard svm