Effective Methods for Improving Naive Bayes Text Classifiers.
Sang-Bum KimHae-Chang RimDongsuk YookHeui-Seok LimPublished in: PRICAI (2002)
Keyphrases
- text classifiers
- naive bayes
- text classification
- text categorization
- naive bayes classifier
- decision trees
- classification accuracy
- automatic text classification
- logistic regression
- training data
- bayesian networks
- classification algorithm
- feature selection
- document classification
- independence assumption
- nearest neighbor
- machine learning algorithms
- bag of words
- text data
- machine learning
- data mining