A note on Platt's probabilistic outputs for support vector machines.
Hsuan-Tien LinChih-Jen LinRuby C. WengPublished in: Mach. Learn. (2007)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- probabilistic model
- generative model
- bayesian networks
- uncertain data
- cross validation
- binary classification
- loss function
- kernel function
- bayes rule
- probabilistic logic
- posterior probability
- classification accuracy
- support vector machine
- decision trees
- maximum margin
- multi class classification
- probabilistic reasoning
- generalization ability
- hyperplane
- image classification
- neural network
- svm classifier
- logistic regression