Evaluating the effect of rough set feature selection on the performance of decision trees.
David TianJohn A. KeaneXiao-Jun ZengPublished in: GrC (2006)
Keyphrases
- rough sets
- decision trees
- feature selection
- rule induction
- decision rules
- rough set theory
- feature reduction
- continuous valued attributes
- information gain
- fuzzy sets
- machine learning
- attribute reduction
- data mining
- naive bayes
- decision table
- variable precision
- text categorization
- random forest
- rough sets theory
- pattern recognition
- training data
- decision tree induction
- tool for data mining
- data analysis
- feature set
- rule extraction
- knowledge reduction
- classification models
- text classification
- information entropy
- feature subset
- feature extraction
- attribute set
- discernibility matrix
- knowledge discovery
- classification accuracy
- dominance relation
- control system
- fuzzy logic
- high dimensionality
- attribute reduction algorithm
- rule sets