Removing Smoothing from Naive Bayes Text Classifier.
Wang-bin ZhuYaping LinMu LinZhi-ping ChenPublished in: WAIM (2005)
Keyphrases
- text classifiers
- naive bayes
- naive bayes classification
- text classification
- decision trees
- classification accuracy
- text categorization
- logistic regression
- naive bayes classifier
- training data
- cost sensitive
- bayesian networks
- classification algorithm
- feature selection
- class probabilities
- machine learning
- bayesian network classifiers
- co occurrence
- prior knowledge
- bayes classifier
- text documents
- text data
- data mining
- information retrieval
- independence assumption
- data sets