ROCsearch - An ROC-guided Search Strategy for Subgroup Discovery.
Marvin MeengWouter DuivesteijnArno J. KnobbePublished in: SDM (2014)
Keyphrases
- search strategy
- subgroup discovery
- exceptional model mining
- search strategies
- search space
- contrast set mining
- search algorithm
- rule learning
- classification rules
- pattern mining
- interesting patterns
- data mining tasks
- pattern discovery
- data mining
- inductive logic programming
- numeric attributes
- fraud detection
- rule discovery
- hill climbing
- effective pruning
- data sets
- domain knowledge