FOIL: A Midterm Report

نویسندگان

  • J. Ross Quinlan
  • R. Mike Cameron-Jones
چکیده

FOIL is a learning system that constructs Horn clause programs from examples. This paper summarises the development of FOIL from 1989 up to early 1993 and evaluates its eeectiveness on a non-trivial sequence of learning tasks taken from a Prolog programming text. Although many of these tasks are handled reasonably well, the experiment highlights some weaknesses of the current implementation. Areas for further research are identiied.

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تاریخ انتشار 1993