World Cup Soccer game Prediction Using Machine Learning
Learn how to make data-driven forecasts for the first Winter World Cup using a simple machine-learning model. Predict the outcome of each group stage game in the 2022 FIFA World Cup with the help of LIME and SHAP for understanding the influencing factors.
Despite the controversies, the first Winter World Cup is coming!
People always care about the result of the World Cup. How to make a data-driven forecast?
Here in this project, we will let you know how to use a very simple machine-learning model to predict a sports game.
The result includes the predicted result of each group stage game in the 2022 FIFA World Cup.
We also use **LIME** (Local Interpretable Model-Agnostic Explanations and **SHAP** (SHapley Additive exPlanations) to understand what factors influence the outcome of the game.
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