WorldCupPrediction

This is a practice project about predicting the FIFA World Cup by using Machine Learning.

Dependencies

The project was written by Python. To run the code,you should install the following packages:

• numpy==1.14.2
• pandas==0.23.0
• plotnine==0.3.0
• statsmodels==0.9.0
• sklearn==0.19.1
• seaborn==0.8.1
• missingno==0.4.0

Usage

• python preprocess.py : Do some process with the original data.
• python train_pred.py : Train model and do pretiction.
• python simulate.py : Do simulation.
• python visualization.py : Visual the results of preprocess(uncomment some code) and prediction.

Result

More detail can be found in Sorin's Tutorial, and the R code.