Computationally efficient induction of classification rules with the PMCRI and J-PMCRI frameworks.
Frederic T. StahlMax BramerPublished in: Knowl. Based Syst. (2012)
Keyphrases
- classification rules
- computationally efficient
- rule induction
- subgroup discovery
- induction algorithms
- predictive accuracy
- genetic programming
- decision trees
- rule sets
- association rules
- nearest neighbor
- rule discovery
- classification algorithm
- medical data sets
- decision tree algorithm
- fuzzy rules
- machine learning
- associative classification
- ant miner
- human experts
- inductive learning
- computational complexity
- prior knowledge
- training set
- rule learning
- data mining
- data sets