On the classification performance of TAN and general Bayesian networks.
Michael G. MaddenPublished in: Knowl. Based Syst. (2009)
Keyphrases
- bayesian networks
- bayesian network classifiers
- special case
- classification accuracy
- decision trees
- structure learning
- naive bayes
- automatic classification
- support vector
- pattern recognition
- machine learning
- text classification
- classification systems
- classification method
- classification algorithm
- learning bayesian networks
- probabilistic classifiers
- preprocessing
- classification scheme
- class labels
- probabilistic inference
- classification process
- benchmark data sets
- pattern classification
- augmented naive bayes
- machine learning methods
- probabilistic reasoning
- markov blanket
- conditional independence
- classification models
- conditional probabilities
- training samples
- support vector machine
- probabilistic model
- feature selection