A Fundamental Issue of Naive Bayes.
Harry ZhangCharles X. LingPublished in: Canadian Conference on AI (2003)
Keyphrases
- naive bayes
- decision trees
- naive bayes classifier
- logistic regression
- text classification
- classification accuracy
- text categorization
- uci data sets
- bayesian networks
- classification algorithm
- feature selection
- uci datasets
- training data
- augmented naive bayes
- probability estimation
- cost sensitive
- independence assumption
- naive bayesian classifier
- test instances
- bayesian classifier
- averaged one dependence estimators
- text classifiers
- bayesian network classifiers
- base classifiers
- conditional independence assumption
- locally weighted
- probabilistic model
- naive bayes models
- probabilistic classifiers
- low variance
- machine learning
- bayesian classifiers
- multi class
- training set