A Naive Bayes Classifier Based on Neighborhood Granulation.
Xingyu FuYingyue ChenZhiyuan YaoYumin ChenNianfeng ZengPublished in: IJCRS (2022)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- text classification
- logistic regression
- naive bayes classifier
- uci data sets
- text categorization
- uci datasets
- bayesian networks
- classification algorithm
- bayesian classifier
- probability estimation
- training data
- cost sensitive
- test instances
- feature selection
- probabilistic classifiers
- naive bayesian classifier
- rough sets
- bayesian network classifiers
- base classifiers
- conditional independence assumption
- naive bayes classification
- low variance
- locally weighted
- independence assumption
- text classifiers
- benchmark data sets
- data analysis
- information retrieval
- attribute dependencies
- data mining
- data sets