Applying Rule Extraction & Rule Refinement techniques to (Blackbox) Classifiers.
Julius CepukenasChenghua LinDerek H. SleemanPublished in: K-CAP (2015)
Keyphrases
- rule extraction
- classification rules
- rule sets
- associative classifiers
- association rules
- decision trees
- rule induction
- rough sets
- feature selection
- rough set theory
- classification algorithm
- neural network
- black box
- fuzzy rules
- training data
- genetic programming
- decision rules
- rule generation
- test set
- training set
- trained neural networks
- support vector
- membership functions
- machine learning
- error rate
- software effort
- naive bayes
- knowledge discovery
- expert systems
- data mining
- real world