Combining Active Learning and Boosting for Naïve Bayes Text Classifiers.
Han-joon KimJe-Uk KimPublished in: WAIM (2004)
Keyphrases
- text classifiers
- tree augmented
- bayesian classifiers
- naive bayes
- bayes classifiers
- naive bayes classifier
- active learning
- text classification
- bayes classifier
- text categorization
- decision trees
- feature selection
- bayesian network classifiers
- accurate classifiers
- bayesian classifier
- base classifiers
- bayesian networks
- labeled documents
- training data
- cost sensitive
- document classification
- learning algorithm
- multi class
- classification accuracy
- classification algorithm
- supervised learning
- support vector machine
- machine learning
- bayes net
- neural network
- text documents
- data sets
- text data
- training set
- training examples
- labeled data
- semi supervised
- bag of words
- semi supervised learning
- information retrieval
- k nearest neighbor
- text mining
- rule learner
- support vector