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Prediction of football match results with Machine Learning.

Authors :
Rodrigues, Fátima
Pinto, Ângelo
Source :
Procedia Computer Science; 2022, Vol. 204, p463-470, 8p
Publication Year :
2022

Abstract

Football is one of the most popular sports in the world, so the perception of the game and the prediction of results is of general interest to fans, coaches, media and gamblers. Although predicting football results is a very complex task, the football betting business has grown over time. The unpredictability of football results and the growing betting business justify the development of prediction models to support gamblers. In this article, we develop machine learning methods that take multiple statistics of previous matches and attributes of players from both teams as inputs to predict the outcome of football matches. Several prediction models were tested, with the experimental results showing encouraging performance in terms of the profit margin of football bets. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18770509
Volume :
204
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
159030183
Full Text :
https://doi.org/10.1016/j.procs.2022.08.057