Using Instance cloning to Improve Naive Bayes for Ranking.
Liangxiao JiangDianhong WangHarry ZhangZhihua CaiBo HuangPublished in: Int. J. Pattern Recognit. Artif. Intell. (2008)
Keyphrases
- naive bayes
- decision trees
- probability estimation
- logistic regression
- classification accuracy
- probability estimates
- text classification
- training data
- text categorization
- naive bayes classifier
- augmented naive bayes
- uci data sets
- naive bayesian classifier
- conditional independence assumption
- classification algorithm
- bayesian networks
- tree augmented naive bayes
- uci datasets
- averaged one dependence estimators
- bayesian network classifiers
- independence assumption
- naive bayes classification
- feature selection
- information gain
- bayesian classifier
- base classifiers
- cost sensitive
- locally weighted
- ranking algorithm
- data sets
- k nearest neighbor
- attribute dependencies
- probabilistic classifiers
- neural network
- test instances
- graphical models