Heuristic extraction of fuzzy classification rules using data mining techniques: an empirical study on benchmark data sets.
Hisao IshibuchiTakashi YamamotoPublished in: FUZZ-IEEE (2004)
Keyphrases
- benchmark data sets
- classification rules
- fuzzy rules
- machine learning algorithms
- rule extraction
- decision trees
- predictive accuracy
- data sets
- genetic programming
- concept lattice
- fuzzy sets
- medical data sets
- membership functions
- rule sets
- associative classification
- fuzzy logic
- ant miner
- decision tree algorithm
- nearest neighbor
- fuzzy decision trees
- association rules
- information extraction
- uci machine learning repository
- rough sets
- data mining techniques
- action rules
- rule discovery
- neural network
- human experts
- continuous attributes
- machine learning
- learning algorithm
- artificial intelligence
- optimal solution
- training set
- knowledge discovery