Superposed Naive Bayes for Accurate and Interpretable Prediction.
Toshiki MoriPublished in: ICMLA (2015)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- text classification
- logistic regression
- text categorization
- naive bayes classifier
- uci datasets
- prediction accuracy
- classification algorithm
- cost sensitive
- bayesian classifier
- training data
- naive bayesian classifier
- uci data sets
- bayesian networks
- probability estimates
- probability estimation
- feature selection
- test instances
- text classifiers
- locally weighted
- independence assumption
- probabilistic classifiers
- naive bayes classification
- augmented naive bayes
- base classifiers
- training set
- machine learning
- conditional independence assumption
- naive bayes models
- bayesian network classifiers
- text mining
- attribute dependencies
- boosted decision trees