Heart rate monitoring using human speech spectral features

James, Alex Pappachen

doi:10.1186/s13673-015-0052-z

Table 2 Individual classification accuracy (%) of 30 subjects using 66 % data points for training and remaining for test

From: Heart rate monitoring using human speech spectral features

ID	(1)	(2)	(3)	(4)	(5)	(6)	(7)	(8)	(9)	(10)	(11)	(12)	(13)	(14)	(15)	(16)	(17)	(18)	(19)	(20)
18	33.17	41.31	44.66	41.79	43.21	41.96	42.01	38.65	39.48	41.35	41.24	42.7	39.58	40.84	32.92	33.17	33.61	40.37	43.63	41.78
3	33.9	43.1	46.04	45.57	48.18	46.59	48.21	45.67	46.87	49.09	46.4	50.25	36.61	46.33	32.92	33.9	35.14	45.65	48.73	49.89
12	41.73	37.03	48.92	36.88	50.22	50.05	50.36	42.12	41.46	46.73	43.94	48.32	34.06	49.13	32.92	41.73	42.71	48.47	47.32	46.52
19	42.08	44.2	51.21	47.18	51.79	49.64	50.91	42.87	42.44	44.59	42.05	45.8	44.3	51.46	32.92	42.26	43.31	43.4	45.57	44.82
26	45.38	46.98	51.12	47.43	49.49	49.38	49.96	41.47	41.09	46.32	47.85	47.67	42.37	49.81	32.92	45.38	47.5	46.56	48.36	48.57
15	45.46	51.16	50.55	48.54	48.36	48.65	48.54	41.27	39.46	45.63	45.39	46.14	47.71	49.27	32.92	45.35	47.75	45.27	48.36	47.63
2	45.85	38.87	43.89	41.49	43.75	45.42	45.75	47.39	47.64	51.49	44.33	50.36	48.28	47.85	32.92	45.85	45.64	45.66	48.44	48.4
22	45.95	43.9	53.93	45.71	56	53.64	55.17	46.11	47.64	55.57	49.97	54.19	47.52	53.49	32.92	45.95	50.94	52.64	53.34	51.57
4	46.76	47.82	53.35	49.85	50.07	50	49.35	48.62	49.89	52.69	47.56	51.57	47.53	49.27	32.92	46.58	46.14	48.81	51.27	48.31
21	48.98	51.23	52.29	52.28	52.87	53.08	52.51	46.12	46.73	50.26	51.81	50.98	44.87	52.32	32.92	49.06	49.09	49.82	53.45	50.75
28	49.34	53.63	55.78	54	56.17	53.71	56.35	46.19	46.84	51.28	49.96	51.96	43.85	56.5	32.92	49.49	49.81	50.03	50.57	50.17
10	53.31	50.28	59.01	47.55	61.11	60.01	60.31	51.93	55.48	61.39	57.08	60.64	48.73	60.13	32.92	53.31	54.7	56.72	58.24	57.33
8	53.88	52.84	61.23	55.82	60.22	60.33	59.38	56.58	56.94	59.45	57.45	61.24	42.59	59.27	32.92	53.7	54.68	58.61	59.6	57.67
14	54.05	42.69	57.37	40.94	55.79	54.87	55.34	52.36	51.59	55.23	50.23	55.68	49.85	52.74	32.92	53.83	53.29	53.97	55.09	54.7
20	54.53	53.31	65.52	57.56	60.11	60.18	59.79	56.74	58.44	63.92	53.84	60.64	56.76	58.48	32.92	54.17	56.9	59.92	60.98	57.96
30	55.1	51.49	51.84	50.77	56.98	54.26	56.4	50.52	52.01	54.7	54.95	54.91	37.2	54.48	32.92	55.1	54.62	53.31	53.72	55.53
9	55.16	44.44	63.15	41.2	61.48	60.06	60.18	50.19	50.3	58.8	54.1	58.62	51.13	59.49	32.92	54.29	55.45	57.82	56.1	55.89
27	55.42	51.75	56.3	50.91	57.82	55.9	57.35	50.41	50.04	57.38	55.02	55.63	49.65	54.66	32.92	55.42	55.27	54.47	55.92	54.07
17	58.03	54.1	59.79	54.9	59.7	58.5	59.81	56.48	56.29	59.79	58.78	60.83	50.01	57	32.92	58.03	55.74	61.7	61.48	61.39
7	59.81	54.07	63.05	54.48	63.3	61.67	63.74	55.12	56.87	62.83	60.73	62.18	50.21	62.94	32.92	60.14	59.81	64.36	61.7	63.16
23	61.09	58.48	68.36	58.11	67.81	67.88	67.69	58.76	60.09	65.56	62.03	63.7	54.9	66.51	32.92	60.15	61.06	61.38	63.96	62.47
6	61.88	52.98	63.65	49.39	66.64	67.55	66.42	57.06	58	67.3	58.85	66.39	49.93	66.93	32.92	61.85	62.97	64.64	63.81	64.5
16	61.91	45.89	66.98	45.2	66.25	65.7	65.45	56.32	58.18	64.44	58.79	65.68	43.7	64.06	32.92	62.39	63.6	63.05	64.44	63.22
25	63.01	51.34	70.08	49.96	50.39	56.5	50.94	61.61	62.22	70.57	58.76	70.18	53.63	67.41	32.92	62.65	67.08	65.15	68.64	64.09
24	63.63	51.71	65.3	54.25	66.64	65.62	66.56	58.46	57.56	64.45	65.8	64.2	49.57	65.98	32.92	63.23	63.04	65.8	63.62	63.48
29	68.82	42.11	68.24	42.87	64.25	65.73	64.72	63.48	63.3	69.7	65.38	69.26	63.59	68.57	32.92	68.93	68.96	69.76	70.93	68.35
13	70.16	45.13	72.84	42.87	72.88	72.12	72.51	64.87	64.53	67.94	71	68.99	59.96	72.44	32.92	69.55	69.91	68.02	68.49	70.02
1	72.17	63.62	78.05	76.3	79.76	78.16	79.43	74.37	73.5	79.86	65.99	80.06	65.3	80.08	32.92	72.1	74.3	78.01	80.27	78.01
5	80.59	57.95	83.61	63.14	80.63	82.62	79.87	78.99	79.79	82.48	75.98	81.9	64.68	82.04	32.92	80.05	80.7	81.79	81.64	81.57
11	87.35	62.94	86.66	64.51	87.21	87.6	86.84	83.64	84.74	88.37	85.78	86.92	61.11	86.55	32.92	86.69	86.73	86.7	87.39	86.69
Average	55.62	49.55	60.43	50.38	59.63	59.25	59.4	54.14	54.65	59.64	56.03	59.59	49.31	59.53	32.92	55.48	56.35	58.06	59.17	58.28

(1) BayesNet, (2) ComplementNaiveBayes, (3) NaiveBayes, (4) NaiveBayesMultinomial, (5) Logistic, (6) MultilayerPerceptron, (7) SimpleLogistic, (8) IB1, (9) IBk, (10) KStar, (11) LWL, (12) Bagging, (13) ClassificationViaClustering, (14) ClassificationViaRegression, (15) CVParameterSelection, (16) FilteredClassifier, (17) DTNB, (18) JRip, (19) J48, (20) NBTree

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