Multiclass Classification with Pairwise Coupled Neural Networks or Support Vector Machines.
Eddy MayorazPublished in: ICANN (2001)
Keyphrases
- multiclass classification
- multi class
- pairwise
- binary classification
- support vector
- neural network
- learning machines
- multi class classification
- support vector machine
- loss function
- pattern recognition
- cost sensitive
- binary classifiers
- kernel function
- radial basis function
- classification accuracy
- markov random field
- learning problems
- machine learning algorithms
- generalization error
- kernel methods
- back propagation
- semi supervised
- feature selection
- cross validation
- generalization ability
- artificial neural networks
- training data
- similarity measure
- hyperplane
- naive bayes