Search Results for author: Hans Van Eetvelde

Found 3 papers, 2 papers with code

Hybrid Machine Learning Forecasts for the UEFA EURO 2020

1 code implementation7 Jun 2021 Andreas Groll, Lars Magnus Hvattum, Christophe Ley, Franziska Popp, Gunther Schauberger, Hans Van Eetvelde, Achim Zeileis

Based on the resulting estimates, the tournament is simulated repeatedly and winning probabilities are obtained for all teams.

BIG-bench Machine Learning

Hybrid Machine Learning Forecasts for the FIFA Women's World Cup 2019

no code implementations3 Jun 2019 Andreas Groll, Christophe Ley, Gunther Schauberger, Hans Van Eetvelde, Achim Zeileis

Finally, based on the resulting estimates, the FIFA Women's World Cup 2019 is simulated repeatedly and winning probabilities are obtained for all teams.

BIG-bench Machine Learning

Prediction of the FIFA World Cup 2018 - A random forest approach with an emphasis on estimated team ability parameters

1 code implementation8 Jun 2018 Andreas Groll, Christophe Ley, Gunther Schauberger, Hans Van Eetvelde

In this work, we compare three different modeling approaches for the scores of soccer matches with regard to their predictive performances based on all matches from the four previous FIFA World Cups 2002 - 2014: Poisson regression models, random forests and ranking methods.

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