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Table 7 MAPE of respective estimated results [%]

From: Estimating metabolic equivalents for activities in daily life using acceleration and heart rate in wearable devices

 

Proposed multiple-regression models

HJA-750C

Activity

Prop. 01

Prop. 02

Prop. 03

Prop. 04

Prop. 05

N

 

Stair descent

31.6

22.9

21.6

22.0

22.3

36

28.6

Slow walking (55 m/min)

12.1

11.1

8.8

9.0

8.8

33

13.2

Normal walking (70 m/min)

13.6

11.5

12.1

12.6

12.4

29

11.9

Brisk walking (100 m/min)

18.7

17.9

15.9

17.4

16.8

30

11.8

Slow walking with load (5 kg)

18.6

15.8

16.2

17.0

16.4

33

15.8

Normal walking with load (3 kg)

17.5

17.0

16.7

17.7

16.9

29

10.5

Stair ascent

11.7

13.5

10.0

10.5

10.5

27

58.7

Jogging (130 m/min)

13.5

14.7

12.8

12.4

11.8

23

11.4

MIG

19.0

16.2

15.3

16.1

15.7

189

15.8

HIG

12.4

13.8

11.1

11.1

10.8

50

36.9