ROCsearch - An ROC-Guided Search Strategy for Subgroup Discovery.
Marvin MeengWouter DuivesteijnArno J. KnobbePublished in: LWA (2014)
Keyphrases
- search strategy
- subgroup discovery
- contrast set mining
- search strategies
- exceptional model mining
- search algorithm
- rule learning
- search space
- pattern mining
- interesting patterns
- data mining tasks
- rule discovery
- inductive logic programming
- effective pruning
- data mining
- pattern discovery
- classification rules
- data sets
- knowledge discovery
- fraud detection
- social network analysis
- knowledge representation
- numeric attributes
- nominal attributes
- evolutionary algorithm
- information retrieval