Abstract
The proposed research aims to develop a method for classifying running patterns associated with perceived effort, utilizing characteristics of facial expressions and ground reaction force signals. The study stands out for its methodological approach, integrating machine learning techniques, facial expression analysis, and ground reaction force data on a low-cost treadmill. The methodology…