On the Classification Performance of TAN and General Bayesian Networks.
Michael G. MaddenPublished in: SGAI Conf. (2008)
Keyphrases
- bayesian networks
- bayesian network classifiers
- classification accuracy
- naive bayes
- pattern classification
- classification algorithm
- special case
- automatic classification
- probabilistic classifiers
- image classification
- feature selection
- probabilistic model
- benchmark datasets
- classification models
- classification scheme
- conditional independence
- structure learning
- classification method
- learning bayesian networks
- augmented naive bayes
- feature space
- pattern recognition
- support vector
- feature extraction
- tree augmented naive bayes
- supervised learning
- supervised classification
- decision trees
- classification systems
- probabilistic reasoning
- data sets
- support vector machine svm
- neural network
- markov blanket
- machine learning
- learning algorithm
- discriminative learning
- parameter learning
- class imbalance
- probability distribution
- text classification
- unsupervised learning