Preliminary Results of Ranking Political Figures Using Naive Bayes Text Classification.
James RyderSen ZhangPublished in: DMIN (2010)
Keyphrases
- text classification
- naive bayes
- probability estimation
- tree augmented naive bayes
- probability estimates
- conditional independence assumption
- text categorization
- logistic regression
- naive bayes classifier
- classification algorithm
- bag of words
- machine learning
- augmented naive bayes
- uci data sets
- text classifiers
- multi label
- text data
- text mining
- averaged one dependence estimators
- feature selection
- ranking functions
- test instances
- text documents
- uci datasets
- bayesian network classifiers
- bayesian classifier
- document classification
- naive bayesian classifier
- probabilistic classifiers
- cost sensitive
- labeled data
- semantic features
- term frequency
- information gain
- k nearest neighbor
- independence assumption
- knn
- base classifiers
- semi supervised learning
- pairwise
- naive bayes classification
- data mining