Naive Bayes Modeling with Proper Smoothing for Information Extraction.
Zhenmei GuNick CerconePublished in: FUZZ-IEEE (2006)
Keyphrases
- naive bayes
- information extraction
- decision trees
- naive bayes classification
- text classification
- logistic regression
- naive bayes classifier
- classification accuracy
- uci datasets
- text categorization
- uci data sets
- classification algorithm
- bayesian networks
- probability estimation
- text classifiers
- bayesian classifier
- feature selection
- averaged one dependence estimators
- cost sensitive
- independence assumption
- named entities
- bayesian network classifiers
- statistical language modeling
- naive bayesian classifier
- training data
- machine learning
- text documents
- augmented naive bayes
- naive bayes models
- conditional independence assumption
- attribute dependencies
- probabilistic classifiers
- locally weighted
- bayesian classifiers
- text mining
- low variance
- data analysis
- natural language processing