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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
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ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
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Paper Title:	Selecting the Foremost Rule of First Order Logic using FOIL Algorithm
Authors Name:	VINAY S , Prof. B. I. Khodanpur
Unique Id:	IJSDR2009041
Published In:	Volume 5 Issue 9, September-2020
Abstract:	INDUCTIVE LOGIC PROGRAMMING is a research area, which uses a both the Machine Learning and the inductive programming. ILP uses the background knowledge for learning. ILP can be implemented using the FOIL (First Order inductive Logic) algorithm. FOIL is an Inductive Logic Programming Algorithm to get first order rules to elucidate the patterns involved during a domain of data FOIL is an function free Horn clauses. Using the positive examples, negative examples, background information and the rules FOIL algorithm would calculate the foil gain for the respective rules. For a unique rule foil gain would be maximum when compared to other foil gains. Rule for which gain is maximum is considered to be a best rule.
Keywords:	FOIL, FOIL_GAIN, First Order Logic
Cite Article:	"Selecting the Foremost Rule of First Order Logic using FOIL Algorithm", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.5, Issue 9, page no.250 - 254, September-2020, Available :http://www.ijsdr.org/papers/IJSDR2009041.pdf
Downloads:	000337212
Publication Details:	Published Paper ID: IJSDR2009041 Registration ID:192467 Published In: Volume 5 Issue 9, September-2020 DOI (Digital Object Identifier): Page No: 250 - 254 Publisher: IJSDR \| www.ijsdr.org ISSN Number: 2455-2631

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