Inductive Logic Programming Algorithm

An Inductive Logic Programming Algorithm is an Model-based Eager Supervised Classification Algorithm that can solve a Recursive Rule Learning Task.

• AKA: ILP, Inductive Logic Programming.
• Context:
  • It can be a Rule Induction Algorithm.
• Example(s):
  • FOIL Algorithm.
• See: Supervised Learning; First-Order Logic; Inductive Reasoning; Propositional Learner; Multi-Relational Data Mining.

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References

2011

• (De Raedt, 2011a) ⇒ Luc De Raedt. (2011). "Inductive Logic Programming." In: (Sammut & Webb, 2011) p.529

1991

• (Muggleton, 1991) ⇒ Stephen Muggleton. (1991). "Inductive Logic Programming." In: Journal of New Generation Computing, 8(4). doi:10.1007/BF03037089

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