Table 3.

Average error (%) in HR estimation for each subject with RGB data from the Kinect and Holter average values, with the supervised and unsupervised approach. The subjects are grouped considering their lifestyle as Athletes (A) and Noon-Athletes (NA).

Subject ID	Supervised					Unsupervised					Holter (bpm)
F	C	N	N + F	T	F	C	N	N + F	T
05-A	2.15	1.68	0.95	1.48	0.61	2.71	2.23	1.17	2.04	1.17	65.40
08-A	3.68	2.36	1.71	1.33	1.33	3.61	2.29	1.97	1.59	1.59	58.60
10-A	13.06	6.38	2.97	2.97	2.97	16.11	11.97	9.59	8.05	8.56	50.80
20-A	0.90	1.20	5.81	1.20	1.20	0.90	1.20	5.51	1.20	1.20	66.20
avg-A	4.95	2.91	2.86	1.75	1.53	5.83	4.42	4.56	3.22	3.13	60.25
01-NA	1.92	2.20	4.12	2.44	2.20	5.89	5.89	10.68	6.19	3.46	76.40
02-NA	14.29	1.97	1.75	2.42	2.42	12.18	4.70	2.26	2.04	2.04	91
03-NA	1.59	1.15	1.37	1.37	1.15	4.57	0.87	1.31	15.47	1.09	88
04-NA	3.32	3.61	2.01	2.27	2.79	15.52	7.40	16.23	17.08	12.07	69.80
06-NA	2.06	4.97	5.13	1.64	2.08	6.07	20.69	13.69	5.85	6.73	85.20
07-NA	1.85	1.56	2.28	0.82	1.55	3.49	6.28	8.34	3.37	2.24	90.60
09-NA	4.68	3.06	3.86	3.08	2.79	15.24	3.56	14.22	4.03	4.03	77.40
11-NA	6.88	1.85	2.71	1.85	0.79	17.25	3.80	7.64	20.23	2.26	74.60
12-NA	5.69	6.38	4.22	4.22	4.22	12.90	8.80	11.67	6.72	4.52	79
13-NA	0.76	2.09	2.41	2.41	0.25	1.00	4.61	1.01	0.75	0.49	77.60
14-NA	6.08	4.60	0.87	0.89	0.89	10.18	26.07	4.88	3.62	3.62	89
15-NA	1.71	1.72	1.42	1.42	1.13	1.58	1.57	3.84	1.86	1.29	70.40
16-NA	4.51	3.76	3.50	3.76	3.76	4.59	7.66	5.60	3.84	3.84	79.80
18-NA	2.58	3.58	2.56	2.83	3.58	2.34	2.84	2.32	2.09	2.84	101.40
17-NA	1.75	1.55	1.75	1.75	1.75	10.42	2.06	9.62	2.25	2.25	77
19-NA	2.56	5.98	2.08	2.08	2.08	9.07	6.72	2.82	2.82	2.82	83.80
avg-NA	3.89	3.13	2.63	2.20	2.09	8.27	7.10	7.26	6.14	3.47	81.94