Bayesian online classifiers for text classification and filtering.
Kian Ming Adam ChaiHai Leong ChieuHwee Tou NgPublished in: SIGIR (2002)
Keyphrases
- text classification
- naive bayes
- text classifiers
- feature selection
- labeled training data
- co training
- classification method
- text classification tasks
- bag of words
- text categorization
- naive bayes classifier
- online learning
- feature reduction
- multi label classification
- labeled and unlabeled data
- machine learning
- multi label
- automatic text classification
- training data
- knn
- data cleaning
- text mining
- machine learning algorithms
- classification systems
- text data
- sentiment analysis
- decision trees
- training samples
- training set
- k nearest neighbor
- labeled data
- classification algorithm
- svm classifier
- class labels
- n gram
- maximum likelihood
- feature set
- feature vectors
- support vector
- bayesian networks
- semi supervised learning
- unlabeled data