The Learnability of Naive Bayes.
Huajie ZhangCharles X. LingZhiduo ZhaoPublished in: Canadian Conference on AI (2000)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- text classification
- logistic regression
- naive bayes classifier
- bayesian networks
- uci datasets
- training data
- text categorization
- cost sensitive
- feature selection
- classification algorithm
- naive bayesian classifier
- probability estimation
- bayesian classifier
- learning algorithm
- locally weighted
- text classifiers
- test instances
- uci data sets
- naive bayes models
- conditional independence assumption
- naive bayes classification
- averaged one dependence estimators
- base classifiers
- data sets
- probabilistic classifiers
- text mining
- multi class
- neural network