Open access
Jul 2026
How can we best predict energy expenditure in preschoolers? A comparison of machine learning models, METs computation and physical activity classification
Results indicated that the newly developed models from Objective 1 produced significantly different estimates of time spent in SED, LPA, MVPA, and TPA compared to both previously published models and other existing METs-based models, highlighting the impact of different approaches to calculating METs.
Hannah J. Coyle-Asbil, Katarina Osojnicki, Christoph Buck et al.
· Physiological Measurement · 0 citations