Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time.
Ga WuScott SannerRodrigo F. S. C. OliveiraPublished in: AAAI (2015)
Keyphrases
- naive bayes
- bayesian model averaging
- decision trees
- naive bayes classifier
- classification accuracy
- text classification
- logistic regression
- text categorization
- feature selection
- training data
- text classifiers
- bayesian networks
- bayesian network classifiers
- information gain
- base classifiers
- knn
- low variance
- averaged one dependence estimators
- multi class
- probabilistic model
- tree augmented naive bayes
- attribute independence assumption