The Naive Bayes Mystery: A classification detective story.
Adrien JamainDavid J. HandPublished in: Pattern Recognit. Lett. (2005)
Keyphrases
- naive bayes
- classification accuracy
- decision trees
- text classification
- classification algorithm
- naive bayes classifier
- probabilistic classifiers
- uci datasets
- naive bayesian classifier
- augmented naive bayes
- cost sensitive
- probability estimation
- text classifiers
- logistic regression
- class probabilities
- feature selection
- bayesian classifier
- bayesian network classifiers
- text categorization
- uci data sets
- training data
- combining classifiers
- machine learning
- naive bayes models
- feature space
- highly skewed
- training set
- support vector
- document classification
- feature set
- locally weighted
- averaged one dependence estimators
- kernel density estimators
- conditional independence assumption
- independence assumption
- supervised learning
- feature vectors
- bayesian networks
- data sets
- text mining
- unsupervised learning
- test instances
- machine learning methods
- classification models