Averaged Naive Bayes Trees: A New Extension of AODE.
Mori KurokawaHiroyuki YokoyamaAkito SakuraiPublished in: ACML (2009)
Keyphrases
- naive bayes
- decision trees
- logistic regression
- classification accuracy
- text classification
- training data
- decision tree learners
- uci data sets
- naive bayes classifier
- probability estimation
- bayesian networks
- cost sensitive
- naive bayes models
- text categorization
- naive bayesian classifier
- classification algorithm
- probability estimates
- information gain
- misclassification costs
- bayesian classifier
- feature selection
- leaf nodes
- machine learning algorithms
- test instances
- training set
- probabilistic classifiers
- naive bayes classification
- text classifiers
- base classifiers
- conditional independence assumption
- tree augmented naive bayes
- augmented naive bayes
- ensemble methods
- text mining
- low variance
- data mining