Multiclass Posterior Probability Support Vector Machines.
Mehmet GönenAyse Gönül TanugurEthem AlpaydinPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- multi class
- posterior probability
- large margin classifiers
- support vector
- multi class classification
- support vector machine
- bayesian networks
- binary classification
- learning machines
- bayesian framework
- probability distribution
- generative model
- probability density function
- feature selection
- probabilistic model
- conditional probabilities
- cost sensitive
- pairwise
- multiclass problems
- class probabilities
- perceptron algorithm
- markov networks
- multi task
- binary classifiers
- multiclass classification
- image segmentation
- svm classifier
- similarity measure
- generalization ability
- classification accuracy
- mixture model
- training examples