Joint discriminative-generative modelling based on statistical tests for classification.
Jing-Hao XueD. Mike TitteringtonPublished in: Pattern Recognit. Lett. (2010)
Keyphrases
- statistical tests
- discriminative learning
- hypothesis testing
- unsupervised learning
- discriminative methods
- feature extraction
- discriminative features
- classification accuracy
- object category recognition
- statistically significant
- bayesian network classifiers
- statistical analysis
- generative model
- discriminative classifiers
- support vector
- supervised learning
- discriminative information
- semi supervised
- support vector machine
- feature vectors
- class labels
- statistical methods
- decision trees
- discriminative training
- naive bayes models
- training samples
- sample size
- text classification
- feature selection
- independent variables
- statistical significance
- information retrieval
- probabilistic model
- pairwise
- e learning
- category labels
- learning algorithm