English

Imparo is complete by inverse subsumption

Artificial Intelligence 2014-07-16 v1

Abstract

In Inverse subsumption for complete explanatory induction Yamamoto et al. investigate which inductive logic programming systems can learn a correct hypothesis HH by using the inverse subsumption instead of inverse entailment. We prove that inductive logic programming system Imparo is complete by inverse subsumption for learning a correct definite hypothesis HH wrt the definite background theory BB and ground atomic examples EE, by establishing that there exists a connected theory TT for BB and EE such that HH subsumes TT.

Keywords

Cite

@article{arxiv.1407.3836,
  title  = {Imparo is complete by inverse subsumption},
  author = {David Toth},
  journal= {arXiv preprint arXiv:1407.3836},
  year   = {2014}
}

Comments

3 pages

R2 v1 2026-06-22T05:04:02.115Z