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Estefany Torres
  • Female
  • Chicago, IL
  • United States
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Profile Information

Company:
Depaul University
Job Title:
Student Developer
Seniority:
Technical
Job Function:
Data Science, Machine Learning
Industry:
Information Systems
Short Bio:
Computer Science undergrad
current grad student for predictive analytics
LinkedIn Profile:
http://www.estefanytorres.com
Interests:
Contributing, Networking, Finding a new position

Estefany Torres's Blog

2018 World Cup Predictions using decision trees

Posted on June 19, 2018 at 8:30am 10 Comments

Abstract

In this study, we predict the outcome of the football matches in the FIFA World Cup 2018 to be held in Russia this summer. We do this using classification models over a dataset of historic football results that includes attributes from the playing teams by rating them in attack, midfield, defence, aggression, pressure, chance creation and building ability. This last training data was a result of merging international matches results with AE games ratings of the teams…

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