Combination of rating systems and ML methods

The soccer outcome prediction can be made by utilizing the rating of teams as features for the machine learning classifiers. User can also combine rating values with other features (i.e. games statistics). There are also two examples for parameters tuning: 1. Tuning Elo system parameters and 2. Tuning classifier hyper-parameters.

• Prediction of soccer outcome (2009-2010 EPL)
• Prediction of soccer outcome (2009-2010 EPL) by combining game statistics and rating values
• Prediction of soccer outcome by combining rating and ML methods (2009/10 to 2017/18 EPL)
• Tuning ELO parameters (2009-2010 EPL)
• Tuning KNN hyper-parameters (2009-2010 EPL)