RSD: Relational Subgroup Discovery through First-Order Feature Construction.
Nada LavracFilip ZeleznýPeter A. FlachPublished in: ILP (2002)
Keyphrases
- feature construction
- rule learning
- subgroup discovery
- relational learning
- inductive logic programming
- concept learning
- relational data
- classification rules
- first order logic
- pattern mining
- interesting patterns
- data mining tasks
- genetic programming
- machine learning
- relational databases
- pattern discovery
- data mining
- decision trees
- feature selection
- supervised learning
- fraud detection
- data model
- data mining applications
- data representation
- active learning
- learning algorithm
- background knowledge