Bernoulli Mixture Models for Markov Blanket Filtering and Classification.
Mehreen SaeedPublished in: WCCI Causation and Prediction Challenge (2008)
Keyphrases
- mixture model
- markov blanket
- density estimation
- model selection
- unsupervised learning
- em algorithm
- gaussian mixture model
- probabilistic model
- bayesian networks
- maximum likelihood
- structure learning
- expectation maximization
- generative model
- language model
- classification accuracy
- feature selection
- pattern recognition
- feature vectors
- probability density function
- cross validation
- feature space
- conditional independence
- feature extraction
- text classification
- decision trees
- cost sensitive
- approximate inference
- machine learning
- bayesian network classifiers
- learning algorithm