Naive Bayes as an Imputation Tool for Classification Problems.
Antonio J. T. GarciaEduardo R. HruschkaPublished in: HIS (2005)
Keyphrases
- naive bayes
- decision trees
- classification accuracy
- naive bayes classifier
- logistic regression
- text classification
- uci datasets
- text categorization
- cost sensitive
- uci data sets
- information gain
- bayesian networks
- training data
- text classifiers
- probability estimation
- classification algorithm
- bayesian classifier
- bayesian network classifiers
- locally weighted
- augmented naive bayes
- averaged one dependence estimators
- feature selection
- test instances
- naive bayesian classifier
- attribute dependencies
- base classifiers
- missing values
- missing data
- support vector machine
- machine learning
- bayesian classifiers
- combining classifiers
- text mining
- naive bayes classification
- high dimensional