Adapting naive Bayes tree for text classification.
Shasha WangLiangxiao JiangChaoqun LiPublished in: Knowl. Inf. Syst. (2015)
Keyphrases
- text classification
- naive bayes
- text categorization
- logistic regression
- naive bayes classifier
- feature selection
- bag of words
- cost sensitive
- text classifiers
- naive bayesian classifier
- machine learning
- classification algorithm
- decision tree learners
- labeled data
- text mining
- text documents
- uci datasets
- uci data sets
- decision tree learning algorithm
- text data
- test instances
- bayesian classifier
- knn
- document classification
- averaged one dependence estimators
- independence assumption
- base classifiers
- unlabeled data
- classification accuracy
- bayesian network classifiers
- k nearest neighbor
- probabilistic classifiers
- neural network
- naive bayes classification
- co training
- term frequency
- multi label
- bayesian classifiers
- low variance
- locally weighted
- data sets