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Table 3 Results- analysis of the individual bands- Cz reference

From: Data mining EEG signals in depression for their diagnostic value

Bands Status # of features Sen. (%) Spec. (%) LR+ LR- PPV (%) NPV (%) Acc. (%) Error depressed Error healthy
Alpha 8–10.5 Hz EC 28 Raw Features 65 50 1.31 0.69 94 10 64 1 9
10 (GA + LDA) 94 25 3.75 0.08 83 90 86 3 1
EO 28 Raw Features 65 50 1.31 0.69 94 10 64 1 9
15 (GA + LDA) 73 54 1.36 0.58 61 60 61 7 4
Alpha 10.5–13 Hz EC 28 Raw Features 67 63 1.07 0.89 44 60 50 10 4
4 (GA + LDA) 64 Inf Inf Inf 100 0 64 0 10
EO 28 Raw Features 64 Inf Inf Inf 100 0 64 0 10
9 (GA + LDA) 74 44 1.66 0.47 78 50 68 4 5
Alpha 8–13 Hz EC 28 Raw Features 64 Inf Inf Inf 100 0 64 0 10
7 (GA + LDA) 100 57 1.77 0 28 100 54 13 0
EO 28 Raw Features 64 Inf Inf Inf 100 0 64 0 10
9 (GA + LDA) 100 52 1.91 0 39 100 61 11 0
Beta 8–10.5 Hz EC 28 Raw Features 58 69 0.85 1.33 39 50 43 10 5
8 (GA + LDA) 62 67 0.92 1.15 44 50 46 11 5
EO 28 Raw Features 58 69 0.85 1.33 39 50 43 10 5
9 (GA + LDA) 75 63 1.2 0.67 17 90 43 15 1
Beta 10.5–13 Hz EC 28 Raw Features 59 73 0.81 1.51 56 30 46 8 7
8 (GA + LDA) 100 44 2.25 0 56 100 71 0 8
EO 28 Raw Features 62 100 0.62 Inf 89 0 57 2 10
11 (GA + LDA) 74 44 1.68 0.46 78 50 68 4 5
Beta 8–13 Hz EC 28 Raw Features 64 0 0.64 Inf 100 0 64 0 10
10 (GA + LDA) 64 0 0.64 Inf 100 0 64 0 10
EO 28 Raw Features 64 0 0.64 Inf 100 0 64 0 10
10 (GA + LDA) 83 70 2.77 0.24 83 70 79 3 2
Delta EC 28 Raw Features 64 0 0.64 Inf 100 0 64 0 10
9 (GA + LDA) 64 0 0.64 Inf 100 0 64 0 10
EO 28 Raw Features 64 0 0.64 Inf 100 0 64 0 10
10 (GA + LDA) 80 61 1.31 0.51 90 22 46 14 1
Theta EC 28 Raw Features 64 0 0.64 Inf 100 0 64 0 10
9 (GA + LDA) 100 57 1.77 0 28 100 54 13 0
EO 28 Raw Features 77 53 1.44 0.49 56 70 61 8 3
12 (GA + LDA) 64 0 0.64 Inf 100 0 64 0 10