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September 10, 2025Advances in Engineering Technology Research

Medal Mavericks: SHAP-Driven Hybrid Random Forest Model for Olympic Forecasting

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Authors

JLJunhong LiXiamen University MalaysiaEHEnrui HuXi’an Jiaotong-Liverpool University

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Implication

Prediction model shows the USA and China leading in medals, suggesting strategic decisions for countries.

Key Points

  • The analysis predicts the USA and China to dominate the Olympic medal standings, indicating power shifts.
  • About 10 developing countries are expected to win their first Olympic gold medals in 2028, highlighting emerging talent.
  • Hosts benefit from significant advantages in medal acquisition, influencing Olympic medal outcomes across nations.
  • Outstanding coaches appear to dramatically increase gold medal totals, underscoring the importance of skilled leadership.

Cite This Study

Li et al. (2025) studied this question.

synapsesocial.com/papers/68c1a76954b1d3bfb60e03fchttps://doi.org/10.56028/aetr.14.1.1113.2025
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Uncovering the Secret of Olympics Medals2025 · 1 citations
  2. 2Research On Olympic Medal Prediction Based on Random Forest-ARIMA Combined Model2025
  3. 3Stormy Medals, the Future Is Bright2025
  4. 4Olympic medal prediction combining deterministic and stochastic factors2025
  5. 5Prediction on Olympic Medal Based on Random Forest and Logistic Regression2025