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User:Felix QW/Inductive logic programming

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This is an old revision of this page, as edited by Felix QW (talk | contribs) at 22:15, 9 December 2023 (Applications is another useful section.). The present address (URL) is a permanent link to this revision, which may differ significantly from the current revision.


Approaches to ILP

  • Sketches of Golem and the Model Inference System
  • Inverse resolution
  • Least general generalisations
  • Sketch of Progol/Aleph
  • Beam search

Metainterpretative learning

  • Metarules
  • Constraint-based learning

Common issues

  • Language bias
  • Scoring functions
  • Predicate invention
  • Learning recursive programs

Applications

  • Bioinformatics
  • Other areas


References

 This article incorporates text from a free content work. Licensed under CC-BY 4.0 (license statement/permission). Text taken from A History of Probabilistic Inductive Logic Programming​, Fabrizio Riguzzi, Elena Bellodi and Riccardo Zese, Frontiers Media.

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