ROC Analysis of Example Weighting in Subgroup Discovery.
Branko KavsekNada LavracLjupco TodorovskiPublished in: ROCAI (2004)
Keyphrases
- subgroup discovery
- roc analysis
- receiver operating characteristic
- class distribution
- contrast set mining
- roc curve
- breast cancer
- pattern mining
- cross validation
- classification rules
- data mining
- pattern discovery
- interesting patterns
- inductive logic programming
- data mining tasks
- misclassification costs
- similarity measure
- fraud detection
- machine learning
- association rule mining
- training examples
- classification error
- data mining applications
- nearest neighbor
- training set
- information retrieval