Improving the Efficiency of Inductive Logic Programming Through the Use of Query Packs
Hendrik BlockeelLuc DehaspeBart DemoenGerda JanssensJan RamonHenk VandecasteelePublished in: CoRR (2011)
Keyphrases
- inductive logic programming
- background knowledge
- relational learning
- logic programs
- first order logic
- rule learning
- database
- relational data mining
- predicate invention
- multi relational classification
- statistical relational learning
- query processing
- multi relational data mining
- logic programming
- refinement operators
- data sources
- machine learning
- keywords
- finite element mesh
- multi relational
- database queries
- data objects
- general purpose
- ilp systems
- multiple relations
- rule learner
- domain knowledge
- training data