Not so greedy: Randomly Selected Naive Bayes.
Liangxiao JiangZhihua CaiHarry ZhangDianhong WangPublished in: Expert Syst. Appl. (2012)
Keyphrases
- conditional independence assumption
- randomly selected
- naive bayes
- random selection
- feature selection
- decision trees
- decision tree learners
- classification accuracy
- text classification
- logistic regression
- attribute dependencies
- text categorization
- training data
- classification algorithm
- bayesian networks
- naive bayes classifier
- uci datasets
- search algorithm
- uci data sets
- cost sensitive
- probability estimation
- test instances
- bayesian network classifiers
- information gain
- naive bayesian classifier
- greedy search
- bayesian classifier
- bayesian classifiers
- base classifiers
- naive bayes classification
- augmented naive bayes
- naive bayes models
- support vector
- information retrieval
- probabilistic classifiers
- text classifiers
- hill climbing
- machine learning