Note on Naive Bayes Based on Binary Descriptors in Cheminformatics.
Joe TownsendRobert C. GlenHamse Y. MussaPublished in: J. Chem. Inf. Model. (2012)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- text classification
- logistic regression
- naive bayes classifier
- training data
- text categorization
- probability estimation
- classification algorithm
- bayesian networks
- uci data sets
- uci datasets
- test instances
- naive bayesian classifier
- text classifiers
- bayesian classifier
- base classifiers
- locally weighted
- naive bayes classification
- augmented naive bayes
- feature selection
- cost sensitive
- averaged one dependence estimators
- machine learning
- combining classifiers
- feature vectors
- classification error
- training set
- probabilistic classifiers
- attribute dependencies
- conditional independence assumption
- naive bayes models
- feature space