Extensions of Naive Bayes and Their Applications to Bioinformatics.
Raja LoganantharajPublished in: ISBRA (2007)
Keyphrases
- naive bayes
- decision trees
- text classification
- classification accuracy
- naive bayes classifier
- logistic regression
- uci datasets
- text categorization
- machine learning
- classification algorithm
- feature selection
- bayesian networks
- cost sensitive
- augmented naive bayes
- training data
- text mining
- naive bayesian classifier
- probability estimation
- base classifiers
- data mining
- data analysis
- bayesian classifier
- attribute dependencies
- naive bayes classification
- uci data sets
- test instances
- text classifiers
- conditional independence assumption
- bayesian network classifiers
- locally weighted
- probabilistic classifiers
- boosted decision trees
- data sets
- support vector
- high dimensional
- prior knowledge
- supervised learning