Toward naive Bayes with attribute value weighting.
Liangjun YuLiangxiao JiangDianhong WangLungan ZhangPublished in: Neural Comput. Appl. (2019)
Keyphrases
- attribute values
- naive bayes
- decision trees
- classification accuracy
- text classification
- text categorization
- logistic regression
- naive bayes classifier
- training data
- bayesian networks
- probability estimation
- cost sensitive
- uci data sets
- naive bayesian classifier
- feature selection
- classification algorithm
- test instances
- text classifiers
- numerical attributes
- tf idf
- misclassification costs
- similarity measure
- base classifiers
- term weighting
- bayesian classifier
- continuous attributes
- numeric attributes
- bayesian network classifiers
- data sets
- probabilistic classifiers
- attribute dependencies
- augmented naive bayes
- bayesian classifiers
- categorical data
- decision rules
- feature extraction
- machine learning