Not So Naive Bayes: Aggregating One-Dependence Estimators.
Geoffrey I. WebbJanice R. BoughtonZhihai WangPublished in: Mach. Learn. (2005)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- text classification
- logistic regression
- naive bayes classifier
- text categorization
- cost sensitive
- uci data sets
- training data
- feature selection
- classification algorithm
- uci datasets
- bayesian networks
- probability estimates
- text classifiers
- test instances
- naive bayes classification
- probability estimation
- base classifiers
- bayesian classifier
- naive bayesian classifier
- conditional independence assumption
- combining multiple
- bayesian network classifiers
- attribute dependencies
- augmented naive bayes
- data sets
- locally weighted
- misclassification costs
- neural network
- knowledge discovery
- naive bayes models
- learning algorithm