Generative versus Discriminative Prototype Based Classification.
Barbara HammerDavid NebelMartin RiedelThomas VillmannPublished in: WSOM (2014)
Keyphrases
- discriminative learning
- unsupervised learning
- discriminative methods
- feature extraction
- discriminative classifiers
- discriminative training
- support vector machine
- bayesian network classifiers
- image classification
- classification accuracy
- pattern recognition
- conditional likelihood
- automatic classification
- training set
- feature space
- text classification
- classification scheme
- discriminative features
- object category recognition
- benchmark datasets
- discriminative information
- category labels
- pattern classification
- supervised learning
- support vector
- decision trees
- data sets
- discriminative models
- high dimensional
- preprocessing
- class discrimination
- machine learning