Tackling the Poor Assumptions of Naive Bayes Text Classifiers.
Jason D. M. RennieLawrence ShihJaime TeevanDavid R. KargerPublished in: ICML (2003)
Keyphrases
- bayesian network classifiers
- naive bayes
- text classifiers
- text classification
- independence assumption
- decision trees
- naive bayes classifier
- classification accuracy
- text categorization
- logistic regression
- training data
- bayesian networks
- classification algorithm
- naive bayes classification
- class probabilities
- bayes classifier
- feature selection
- conditional independence assumption
- pairwise
- databases