The Convergence Behavior of Naive Bayes on Large Sparse Datasets.
Xiang LiCharles X. LingHuaimin WangPublished in: ICDM (2015)
Keyphrases
- naive bayes
- uci datasets
- decision trees
- classification accuracy
- text classification
- naive bayes classifier
- logistic regression
- training data
- text categorization
- feature selection
- bayesian networks
- text classifiers
- classification algorithm
- cost sensitive
- probability estimation
- naive bayesian classifier
- bayesian classifier
- bayesian network classifiers
- test instances
- averaged one dependence estimators
- independence assumption
- naive bayes classification
- augmented naive bayes
- base classifiers
- benchmark datasets
- probabilistic classifiers
- neural network
- unlabeled data
- knn
- knowledge discovery
- high dimensional
- bayesian classifiers
- natural language
- conditional independence assumption
- information retrieval
- data sets