Numeric Mapping and Learnability of Naive Bayes.
Harry ZhangCharles X. LingPublished in: Appl. Artif. Intell. (2003)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- naive bayes classifier
- training data
- logistic regression
- text classification
- uci data sets
- text categorization
- uci datasets
- classification algorithm
- bayesian networks
- cost sensitive
- probability estimation
- feature selection
- learning algorithm
- naive bayesian classifier
- bayesian network classifiers
- averaged one dependence estimators
- bayesian classifier
- text classifiers
- independence assumption
- base classifiers
- probabilistic classifiers
- test instances
- numeric attributes
- natural language processing
- support vector
- naive bayes models
- naive bayes classification
- data sets