A decision tree-based attribute weighting filter for naive Bayes.
Mark A. HallPublished in: Knowl. Based Syst. (2007)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- logistic regression
- text classification
- naive bayes classifier
- text categorization
- training data
- uci data sets
- naive bayes classification
- classification algorithm
- bayesian networks
- locally weighted
- uci datasets
- feature selection
- probability estimation
- averaged one dependence estimators
- text classifiers
- cost sensitive
- attribute values
- bayesian classifier
- naive bayesian classifier
- probabilistic classifiers
- information gain
- bayesian network classifiers
- base classifiers
- augmented naive bayes
- test instances
- conditional independence assumption
- independence assumption
- knowledge discovery
- data sets