The Convergence Behavior of Naive Bayes on Large Sparse Datasets.
Xiang LiCharles X. LingHuaimin WangPublished in: ACM Trans. Knowl. Discov. Data (2016)
Keyphrases
- naive bayes
- uci datasets
- decision trees
- text classification
- logistic regression
- classification accuracy
- naive bayes classifier
- probability estimation
- training data
- bayesian networks
- text categorization
- text classifiers
- test instances
- cost sensitive
- averaged one dependence estimators
- augmented naive bayes
- naive bayesian classifier
- classification algorithm
- benchmark datasets
- uci data sets
- locally weighted
- feature selection
- bayesian network classifiers
- bayesian classifier
- high dimensional
- data sets
- independence assumption
- base classifiers
- text mining
- conditional independence assumption
- naive bayes models
- data analysis