Your privacy, your choice

We use essential cookies to make sure the site can function. We also use optional cookies for advertising, personalisation of content, usage analysis, and social media.

By accepting optional cookies, you consent to the processing of your personal data - including transfers to third parties. Some third parties are outside of the European Economic Area, with varying standards of data protection.

See our privacy policy for more information on the use of your personal data.

for further information and to change your choices.

Skip to main content

Table 5 Energy expenditure (MET value) estimations

From: Wrist accelerometer shape feature derivation methods for assessing activities of daily living

 

rMSE

Adjusted R2

SWM a

0.9172

0.5178

SWM + Sedentary & Locomotion

0.9135

0.5197

SWM + Sedentary & Locomotion + Activity Type

0.9038

0.5275

BoW b

1.0018

0.4241

BoW + Sedentary & Locomotion

0.9736

0.4573

BoW + Sedentary & Locomotion + Activity Type

0.9302

0.4992

SFF c

0.9386

0.4911

SFF + Sedentary & Locomotion

0.9255

0.4992

SFF + Sedentary & Locomotion + Activity Type

0.8973

0.5380

  1. aStandard wrist model
  2. bBag-of-Words approach
  3. cSupervised Shape Feature