Table 11 MAE and RMSE values for different \(\alpha\) thresholds tested on UI-PRMD dataset.

From: Towards an RGB camera-based live repetition counter using auto correlation with action recognition for home rehabilitation

\(\alpha\)

0.04

0.06

0.08

0.10

0.12

Exercise

MAE

RMSE

MAE

RMSE

MAE

RMSE

MAE

RMSE

MAE

RMSE

m01

3.4

4.7749

3.5

5.0695

3.4

4.9800

3.4

4.9598

3.3

4.9092

m02

2.0

2.7203

2.3

3.0822

2.5

3.6194

2.3

3.3912

2.6

4.3128

m03

3.5556

4.5704

3.7778

4.4969

3.1111

4.0277

3.2222

4.1231

2.8889

4.0277

m04

4.2

4.9396

5.0

5.8481

5.0

6.3403

3.8

4.4721

3.8

4.6043

m05

3.3

4.2778

2.9

4.0125

2.6

3.6332

2.0

3.0332

2.1

3.2094

m06

3.3

4.6368

4.0

5.8822

3.1

4.7434

3.6

4.6476

3.9

5.0299

m07

8.4

8.7063

8.6

8.1609

7.9

8.1915

8.7

8.8938

8.4

8.4853

m08

1.5

1.8166

1.5

1.8166

1.6

1.8974

1.6

1.8974

1.6

1.8974

m09

2.0

3.0000

2.0

3.0000

2.3

3.3615

2.1

3.0822

2.1

3.0822

m10

1.9

2.8107

1.7

2.1213

1.3

2.0736

1.1

2.0248

1.2

2.0976

Average

3.3556

4.2253

3.5278

4.3490

3.2811

4.2868

3.1822

4.0525

3.1889

4.1656