Context-based ensemble method for human energy expenditure estimation

- Multiple Contexts Ensemble (MCE) method to estimate the human energy expenditure (EE).
- MCE outperforms conventional regression approaches, ensembles and BodyMedia EE device.
- MCE provides better accuracy than using only the activity of the user as the context.
- MCE is independent of the machine learning algorithm, thus any algorithm can be used.