RoughTree A Classifier with Naive-Bayes and Rough Sets Hybrid in Decision Tree Representation.
Yangsheng JiLin ShangPublished in: GrC (2007)
Keyphrases
- naive bayes
- decision trees
- rough sets
- continuous valued attributes
- decision rules
- naive bayes classifier
- uci data sets
- classification algorithm
- bayesian classifier
- logistic regression
- rough set theory
- probabilistic classifiers
- training data
- text classifiers
- fuzzy sets
- combining classifiers
- decision table
- bayesian network classifiers
- text classification
- bayesian classifiers
- data mining
- feature selection
- decision tree learners
- training set
- information gain
- classification models
- cost sensitive
- machine learning
- base classifiers
- test instances
- classification accuracy
- text categorization
- conditional independence assumption
- ensemble methods
- augmented naive bayes
- data sets
- bayesian networks
- rule extraction
- data analysis
- fuzzy logic
- classification rules
- rule sets
- feature set
- text mining
- pattern recognition
- real world