Model-directed learning of production rules

@article{Buchanan1977ModeldirectedLO,
  title={Model-directed learning of production rules},
  author={Bruce G. Buchanan and Tom M. Mitchell},
  journal={SIGART Newsletter},
  year={1977},
  volume={63},
  pages={44}
}
The Meta-DENDRAL program is described in general terms that are intended to clarify the similarities and differences to other learning programs. Its approach of model-directed heuristic search through a comptex space of possible rules appears well suited to many induction tasks. The use of a strong model of the domain to direct time rule Eearch has been demons{rated for rule formation in two areas of chemistry. The high performance of programs which use the generated rules attests to the… CONTINUE READING

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