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fatigue-prediction

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bk1210 / Football-Player-Fatigue-Prediction-Wearable-IoT-Sensors-ML

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Three-class football player fatigue prediction from PAMAP2 wearable IoT data. Karvonen heart rate labeling, SMOTE balancing, LOSO cross-validation, personalized Random Forest. 97.96% LOSO accuracy + coach substitution-alert dashboard.

iot data-science random-forest tensorflow scikit-learn lstm data-analytics football smote sports-analytics football-analytics wearable-sensors pamap2 injury-prevention loso coach-dashboard fatigue-prediction karvonen
  • Updated Apr 21, 2026
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