Geometric Properties of Naive Bayes in Nominal Domains.
Huajie ZhangCharles X. LingPublished in: ECML (2001)
Keyphrases
- geometric properties
- naive bayes
- decision trees
- classification accuracy
- logistic regression
- text classification
- naive bayes classifier
- attribute dependencies
- text categorization
- naive bayesian classifier
- bayesian networks
- training data
- averaged one dependence estimators
- geometric objects
- feature selection
- geometric constraints
- test instances
- bayesian network classifiers
- bayesian classifier
- pairwise
- nominal attributes
- augmented naive bayes
- text classifiers
- machine learning
- bayesian classifiers
- probabilistic classifiers
- knowledge discovery
- training set
- object recognition