Selection of Generative Models in Classification.
Guillaume BouchardGilles CeleuxPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2006)
Keyphrases
- generative model
- discriminative learning
- probabilistic model
- mixture model
- prior knowledge
- discriminative methods
- support vector
- discriminative models
- machine learning
- conditional random fields
- text classification
- hierarchical hidden markov models
- pattern classification
- unsupervised learning
- image classification
- supervised learning
- support vector machine
- classification accuracy
- feature space
- discriminatively trained
- naive bayes models
- em algorithm
- semi supervised
- semi supervised learning
- training samples
- topic models
- training set
- maximum entropy principle
- feature selection
- computer vision