GMM Augmentation
The paper treats GMM augmentation as robustness validation rather than artificial evidence creation. The augmentation preserved intended physiological structure and biologically plausible distribution in the synthetic cohort. The GMM gener…
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The paper treats GMM augmentation as robustness validation rather than artificial evidence creation. The augmentation preserved intended physiological structure and biologically plausible distribution in the synthetic cohort. The GMM generated 275 additional profiles, expanding the synthetic cohort from 15 to 290 athletes. GMM-based augmentation was used for robustness and scalability validation, not for discovering new physiological profiles.