Nomograms for visualizing support vector machines.
Aleks JakulinMartin MozinaJanez DemsarIvan BratkoBlaz ZupanPublished in: KDD (2005)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- support vector machine
- kernel function
- generalization ability
- logistic regression
- svm classifier
- feature selection
- classification accuracy
- learning algorithm
- maximum margin
- cross validation
- hyperplane
- data mining
- training examples
- loss function
- multi class
- data sets
- special case
- kernel methods
- radial basis function
- support vectors
- multi class classification