Kickoff.ai
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About
Kickoff.ai employs machine learning to accurately predict football match results. It distinguishes itself from other models by dynamically modeling team strengths, allowing it to leverage historical data spanning almost a century while prioritizing recent matches. Furthermore, it utilizes Bayesian inference to quantify the confidence level of each prediction, providing a deeper understanding of probability beyond simple win/loss chances. The tool is a research application of models developed by the INDY Lab at EPFL, Switzerland, and aims to improve general machine learning techniques. It also offers a 'Kickscore' to track team performance evolution for each team on their respective pages.
Platform
Task
Features
• provides kickscore for tracking team performance evolution
• uses bayesian inference to quantify prediction confidence
• dynamically models team strength over time
• predicts football match results using machine learning
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