Discriminatively Weighted Naive Bayes and its Application in Text Classification.
Liangxiao JiangDianhong WangZhihua CaiPublished in: Int. J. Artif. Intell. Tools (2012)
Keyphrases
- naive bayes
- text classification
- bayesian network classifiers
- augmented naive bayes
- text categorization
- logistic regression
- naive bayes classifier
- bag of words
- conditional likelihood
- text mining
- document classification
- uci data sets
- text classifiers
- feature selection
- bayesian classifier
- classification algorithm
- machine learning
- labeled data
- test instances
- independence assumption
- text documents
- cost sensitive
- knn
- naive bayesian classifier
- text data
- semantic features
- unsupervised learning
- multi label
- unlabeled data
- conditional independence assumption
- data sets
- naive bayes classification
- decision trees
- classification accuracy
- multi view
- data analysis
- feature extraction
- discriminative learning
- probabilistic classifiers
- supervised learning
- averaged one dependence estimators