Evolving Probabilistically Significant Epistatic Classification Rules for Heterogeneous Big Datasets.
John P. HanleyMargaret J. EppsteinJeffrey S. BuzasDonna M. RizzoPublished in: GECCO (2016)
Keyphrases
- classification rules
- medical data sets
- associative classifiers
- genetic programming
- predictive accuracy
- decision trees
- associative classification
- rule sets
- association rules
- induction algorithms
- fuzzy rules
- decision tree algorithm
- ant miner
- human experts
- rule discovery
- subgroup discovery
- classification algorithm
- nearest neighbor
- real world
- rule extraction
- bayesian networks
- data sets
- neural network
- k nearest neighbor
- rough sets
- action rules
- high dimensional