Application of preprocessing filtering on Decision Tree C4.5 and rough set theory.
Joseph C. C. ChanTsau Y. LinPublished in: Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2001)
Keyphrases
- rough set theory
- rough sets
- decision table
- preprocessing
- decision trees
- decision rules
- attribute reduction
- rule generation
- approximate reasoning
- granular computing
- rule sets
- rule induction
- random forest
- continuous valued attributes
- flow graphs
- fuzzy set theory
- logistic regression
- artificial intelligence
- data reduction
- databases
- attribute values
- fuzzy logic
- feature extraction
- computer vision
- discernibility matrix
- rough sets theory
- attribute set
- data mining