Naive Bayes for Text Classification with Unbalanced Classes.
Eibe FrankRemco R. BouckaertPublished in: PKDD (2006)
Keyphrases
- text classification
- naive bayes
- text categorization
- naive bayes classifier
- logistic regression
- text classifiers
- feature selection
- bag of words
- classification algorithm
- probability estimation
- uci datasets
- text data
- machine learning
- text mining
- uci data sets
- naive bayesian classifier
- knn
- document classification
- labeled data
- multi label
- probabilistic classifiers
- bayesian classifier
- naive bayes classification
- cost sensitive
- co training
- text documents
- probability estimates
- decision trees
- semantic features
- term frequency
- base classifiers
- class probabilities
- bayesian network classifiers
- unlabeled data
- unsupervised learning
- semi supervised learning
- training data
- conditional independence assumption