Generative models for similarity-based classification.
Luca CazzantiMaya R. GuptaAnjali J. KoppalPublished in: Pattern Recognit. (2008)
Keyphrases
- generative model
- discriminative learning
- probabilistic model
- mixture model
- em algorithm
- prior knowledge
- conditional random fields
- pattern classification
- decision trees
- naive bayes models
- machine learning
- unsupervised learning
- model selection
- image classification
- semi supervised
- object recognition
- text classification
- expectation maximization
- support vector machine
- classification accuracy
- discriminative methods
- support vector
- class labels
- image processing
- representational power
- object categories
- generative and discriminative models
- latent variables
- training samples
- graphical models
- training set
- bayesian networks
- information retrieval