Posterior probability support vector Machines for unbalanced data.
Qing TaoGao-wei WuFei-Yue WangJue WangPublished in: IEEE Trans. Neural Networks (2005)
Keyphrases
- posterior probability
- unbalanced data
- support vector
- learning machines
- support vector machine
- bayesian networks
- standard svm
- bayesian framework
- generative model
- probability distribution
- probability density function
- training data
- probabilistic model
- svm classifier
- kernel function
- conditional probabilities
- ridge regression
- kernel methods
- feature selection
- generalization ability
- support vector regression
- support vectors
- ls svm
- svm training
- decision function
- hyperparameters
- hyperplane
- cross validation
- multi class classification
- knn
- pairwise
- language model