Rigorous non-disjoint discretization for naive Bayes.
Huan ZhangLiangxiao JiangGeoffrey I. WebbPublished in: Pattern Recognit. (2023)
Keyphrases
- naive bayes
- naive bayes classifier
- decision trees
- text classification
- classification accuracy
- continuous attributes
- text categorization
- logistic regression
- training data
- classification algorithm
- bayesian networks
- cost sensitive
- pairwise
- bayesian network classifiers
- naive bayesian classifier
- probability estimation
- uci data sets
- augmented naive bayes
- locally weighted
- text classifiers
- test instances
- naive bayes classification
- uci datasets
- numeric attributes
- base classifiers
- bayesian classifier
- low variance
- support vector machine
- numerical attributes
- training set
- k nearest neighbor
- neural network
- probabilistic classifiers
- nominal attributes
- naive bayes models
- independence assumption
- data sets