Alternative prior assumptions for improving the performance of naïve Bayesian classifiers.
Tzu-Tsung WongPublished in: Data Min. Knowl. Discov. (2009)
Keyphrases
- bayesian classifiers
- bayesian methods
- bayesian classifier
- logistic regression
- supervised classification
- tree augmented
- dirichlet distribution
- bayesian network classifiers
- naive bayes
- bayes classifiers
- cost sensitive learning
- decision trees
- prior information
- hyperparameters
- prior knowledge
- probability estimation
- learning algorithm
- machine learning