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Estefany Torres
  • Female
  • Chicago, IL
  • United States
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Latest Activity

Lava Kafle liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jul 6
Estefany Torres liked Sydney Sarachek's blog post Why You Should Encourage Your Daughters to Become Data Scientists
Jul 5
Estefany Torres and Renata Ghisloti Duarte Souza Gra are now friends
Jul 2
Panagiotis Tzamtzis liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jul 2
Renata Ghisloti Duarte Souza Gra liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jun 30
Sushil Gopal Parajuli liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jun 28
CARLOS RENATO CANTANHEDE liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jun 27
Anton Popov liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jun 26
Estefany Torres commented on Estefany Torres's blog post 2018 World Cup Predictions using decision trees
"Hello I've published the final data set and my compilation of stats in Kaggle, upvotes appreciated :)"
Jun 26
Tej Yadav liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jun 26
Matt Reaney liked Estefany Torres's blog post 2018 World Cup Predictions using decision trees
Jun 26
Estefany Torres and Dr S Kotrappa are now friends
Jun 25
Dr S Kotrappa commented on Estefany Torres's blog post 2018 World Cup Predictions using decision trees
"Nice job done !! Can any body share dataset"
Jun 24
Amit Supe commented on Estefany Torres's blog post 2018 World Cup Predictions using decision trees
"Interesting work ! Thanks for sharing !"
Jun 24
Jagadish commented on Estefany Torres's blog post 2018 World Cup Predictions using decision trees
"Awesome...  work...Thanks...!"
Jun 23
Estefany Torres's blog post was featured

2018 World Cup Predictions using decision trees

AbstractIn 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 considering the…See More
Jun 23

Profile Information

Short Bio
Computer Science undergrad
current grad student for predictive analytics
My Web Site Or LinkedIn Profile
http://www.estefanytorres.com
Field of Expertise
Data Science, Machine Learning
Professional Status
Technical
Years of Experience:
4
Your Company:
Depaul University
Industry:
Information Systems
Your Job Title:
Student Developer
How did you find out about DataScienceCentral?
My professor
Interests:
Contributing, Networking, Finding a new position
What is your Favorite Data Mining or Analytical Website?
http://kaggle

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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