Selecting the Foremost Rule of First Order Logic using FOIL Algorithm
VINAY S
, Prof. B. I. Khodanpur
FOIL, FOIL_GAIN, First Order Logic
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.
"Selecting the Foremost Rule of First Order Logic using FOIL Algorithm", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.5, Issue 9, page no.250 - 254, September-2020, Available :https://ijsdr.org/papers/IJSDR2009041.pdf
Volume 5
Issue 9,
September-2020
Pages : 250 - 254
Paper Reg. ID: IJSDR_192467
Published Paper Id: IJSDR2009041
Downloads: 000347225
Research Area: Engineering
Country: Bangalore, Karnataka, India
ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJSDR(IJ Publication) Janvi Wave
