Generating contrastive explanations for inductive logic programming based on a near miss approach.
Johannes RaboldMichael SiebersUte SchmidPublished in: Mach. Learn. (2022)
Keyphrases
- inductive logic programming
- background knowledge
- relational learning
- logic programs
- first order logic
- machine learning
- inductive learning
- predicate invention
- relational data mining
- logic programming
- knowledge discovery in databases
- statistical relational learning
- finite element mesh
- multi relational data mining
- rule learning
- multi relational classification
- decision trees
- ilp systems
- probabilistic reasoning
- description logics
- prior knowledge