Una Generalización del Clasificador Naive Bayes para Usarse en Bases de Datos con Dependencia de Variables.
Ana E. RuizChristopher R. StephensHugo FloresPublished in: Res. Comput. Sci. (2015)
Keyphrases
- naive bayes
- decision trees
- text classification
- classification accuracy
- logistic regression
- naive bayes classifier
- text categorization
- uci datasets
- training data
- bayesian networks
- uci data sets
- cost sensitive
- classification algorithm
- bayesian classifier
- probability estimation
- feature selection
- variable selection
- locally weighted
- test instances
- probabilistic classifiers
- naive bayes classification
- text classifiers
- independence assumption
- causal models
- training set
- averaged one dependence estimators
- bayesian network classifiers
- k nearest neighbor
- attribute dependencies
- augmented naive bayes