When is the Naive Bayes approximation not so naive?
Christopher R. StephensHugo Flores HuertaAna Ruiz LinaresPublished in: Mach. Learn. (2018)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- logistic regression
- text classification
- naive bayes classifier
- text categorization
- feature selection
- training data
- cost sensitive
- probability estimation
- uci data sets
- uci datasets
- classification algorithm
- naive bayesian classifier
- text classifiers
- bayesian networks
- bayesian classifier
- averaged one dependence estimators
- test instances
- probabilistic classifiers
- bayesian classifiers
- naive bayes classification
- augmented naive bayes
- bayesian network classifiers
- naive bayes models
- closed form
- feature extraction
- k nearest neighbor
- machine learning
- information extraction
- natural language processing