Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner.
Khalid M. SalamaFernando E. B. OteroPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- quality evaluation
- ant miner
- higher predictive accuracy
- classification rules
- rule discovery
- quality metrics
- ant colony
- human perception
- ant colony optimization algorithm
- evaluation model
- similarity measure
- data mining algorithms
- ant colony algorithm
- continuous attributes
- back propagation
- association rules
- nearest neighbor
- rule learning
- distance measure
- interestingness measures
- image data
- genetic programming
- quality measures
- rule sets
- feature space