Improving rule sorting, predictive accuracy and training time in associative classification.
Fadi A. ThabtahPeter I. CowlingSuhel HammoudPublished in: Expert Syst. Appl. (2006)
Keyphrases
- predictive accuracy
- associative classification
- classification rules
- rule sets
- associative classifiers
- association rules
- decision trees
- genetic programming
- rule discovery
- classification algorithm
- error rate
- rule learning
- nearest neighbor
- subgroup discovery
- fuzzy rules
- rule generation
- highly competitive
- databases
- training set
- rough set theory
- association rule mining
- decision rules
- membership functions
- training samples
- supervised learning
- evolutionary algorithm
- expert systems
- feature extraction
- artificial intelligence
- real world