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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. (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