UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 10
October-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2010359


Registration ID:
302621

Page Number

2759-2765

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Title

Sports Prediction Using Machine Learning

Abstract

Sports Prediction is one of the most used applications in betting industry. Machine learning is used extensively in this application. We have used one of the largest soccer datasets and used it to predict the outcome of the most popular football leagues in Europe and World. We have used Naïve Bayes, Support Vector Machine and Logistic Regression for classification and compared them before and after applying normalization. We have used various parameters while performing prediction which are related with offensive and defensive properties of the team like Goals scored, conceded, corner kicks, red, yellow cards etc. every season. Classification using machine learning algorithm brings displays the most accuracy with and without normalization.

Key Words

SVM, Sports-Prediction, Naïve-Bayes, Logistic-Regression, Football, Soccer

Cite This Article

"Sports Prediction Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 10, page no.2759-2765, October-2020, Available :http://www.jetir.org/papers/JETIR2010359.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Sports Prediction Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 10, page no. pp2759-2765, October-2020, Available at : http://www.jetir.org/papers/JETIR2010359.pdf

Publication Details

Published Paper ID: JETIR2010359
Registration ID: 302621
Published In: Volume 7 | Issue 10 | Year October-2020
DOI (Digital Object Identifier):
Page No: 2759-2765
Country: BATHINDA, Punjab, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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