Generative Prior Knowledge for Discriminative Classification.
Arkady EpshteynGerald DeJongPublished in: J. Artif. Intell. Res. (2006)
Keyphrases
- prior knowledge
- discriminative learning
- unsupervised learning
- discriminative methods
- classification accuracy
- generative model
- feature selection
- discriminative training
- bayesian network classifiers
- conditional likelihood
- machine learning
- object category recognition
- discriminative classifiers
- model selection
- feature extraction
- pattern recognition
- support vector machine
- class discrimination
- decision trees
- image classification
- semi supervised
- discriminative features
- class labels
- classification algorithm
- pattern classification
- hybrid generative discriminative
- feature space
- classification scheme
- feature vectors
- latent variables
- classification models
- automatic classification
- bayesian framework
- support vector machine svm
- high dimensional
- maximum likelihood
- structured output
- support vector
- text classification
- feature set
- dimensionality reduction
- neural network
- supervised learning