Improving Scalability of Inductive Logic Programming via Pruning and Best-Effort Optimisation.
Mishal KazmiPeter SchüllerYücel SayginPublished in: CoRR (2017)
Keyphrases
- inductive logic programming
- background knowledge
- relational learning
- logic programs
- first order logic
- relational data mining
- machine learning
- logic programming
- rule learning
- knowledge discovery in databases
- multi relational classification
- multi relational data mining
- search space
- statistical relational learning
- finite element mesh
- ilp systems
- predicate invention
- rule learner
- refinement operators
- subgroup discovery
- kernel methods
- prior knowledge