A Decision Tree-Based Attribute Weighting Filter for Naive Bayes.
Mark HallPublished in: SGAI Conf. (2006)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- text classification
- logistic regression
- text categorization
- naive bayes classifier
- classification algorithm
- training data
- bayesian networks
- cost sensitive
- naive bayesian classifier
- uci datasets
- averaged one dependence estimators
- information gain
- attribute values
- bayesian classifier
- probability estimation
- uci data sets
- independence assumption
- bayesian network classifiers
- feature selection
- base classifiers
- text classifiers
- probabilistic classifiers
- bayesian classifiers
- locally weighted
- naive bayes classification
- classification error
- low variance
- attribute dependencies
- conditional independence assumption
- augmented naive bayes