Y.-X. Qin

Research on Prediction and Application of Physical Fitness Test Data Using Ensemble Learning Models

The proposed ensemble-learning-based prediction framework for physical fitness assessment provides an engineering-oriented methodology for intelligent health monitoring, signal-based performance evaluation, and personalized training support in large-scale monitoring environments.