Table 2 Statistical results of time and frequency domain analyses using EMG data from bilateral tibialis muscles
From: Sleep/wake estimation using only anterior tibialis electromyography data
Subject #(symptom) | Method | SENS | SPEC | PPV | NPV | ACCU | KAPPA | F-measure |
|---|---|---|---|---|---|---|---|---|
1 | TDA | 0.99 | 0.69 | 0.56 | 1.00 | 0.78 | 0.64 | 0.72 |
(N) | FDA | 1.00 | 0.71 | 0.60 | 1.00 | 0.80 | 0.69 | 0.75 |
2 | TDA | 0.99 | 0.74 | 0.65 | 0.99 | 0.82 | 0.64 | 0.79 |
(N) | FDA | 0.99 | 0.73 | 0.63 | 0.99 | 0.81 | 0.67 | 0.77 |
3 | TDA | 1.00 | 0.70 | 0.58 | 1.00 | 0.79 | 0.70 | 0.73 |
(N) | FDA | 0.99 | 0.71 | 0.59 | 1.00 | 0.79 | 0.67 | 0.74 |
4 | TDA | 0.98 | 0.75 | 0.68 | 0.98 | 0.83 | 0.61 | 0.80 |
(N) | FDA | 0.98 | 0.71 | 0.60 | 0.99 | 0.79 | 0.59 | 0.74 |
5 | TDA | 0.99 | 0.69 | 0.56 | 0.99 | 0.77 | 0.61 | 0.71 |
(N) | FDA | 0.99 | 0.80 | 0.73 | 0.99 | 0.82 | 0.72 | 0.99 |
6 | TDA | 0.99 | 0.78 | 0.71 | 0.99 | 0.85 | 0.73 | 0.83 |
(N) | FDA | 0.99 | 0.77 | 0.71 | 0.99 | 0.85 | 0.67 | 0.82 |
7 | TDA | 0.99 | 0.65 | 0.47 | 1.00 | 0.73 | 0.55 | 0.63 |
(N) | FDA | 1.00 | 0.70 | 0.57 | 1.00 | 0.78 | 0.66 | 0.73 |
8 | TDA | 0.99 | 0.71 | 0.59 | 0.99 | 0.79 | 0.64 | 0.74 |
(O) | FDA | 0.99 | 0.77 | 0.71 | 0.99 | 0.85 | 0.68 | 0.82 |
9 | TDA | 1.00 | 0.68 | 0.53 | 1.00 | 0.76 | 0.64 | 0.69 |
(O) | FDA | 0.99 | 0.75 | 0.67 | 1.00 | 0.83 | 0.66 | 0.80 |
10 | TDA | 0.95 | 0.63 | 0.44 | 0.98 | 0.71 | 0.47 | 0.60 |
(P) | FDA | 0.94 | 0.70 | 0.58 | 0.96 | 0.77 | 0.40 | 0.72 |
11 | TDA | 0.99 | 0.59 | 0.31 | 1.00 | 0.66 | 0.44 | 0.48 |
(P) | FDA | 0.99 | 0.67 | 0.52 | 0.99 | 0.76 | 0.56 | 0.68 |
12 | TDA | 0.96 | 0.55 | 0.19 | 0.99 | 0.59 | 0.26 | 0.32 |
(P) | FDA | 0.98 | 0.60 | 0.34 | 0.99 | 0.67 | 0.41 | 0.51 |
Mean(SD) | TDA | 0.99 (0.01) | 0.71 (0.04) | 0.60 (0.08) | 0.99 (0.01) | 0.80 (0.04) | 0.64 (0.06) | 0.74 (0.07) |
(N) | FDA | 0.99 (0.01) | 0.73 (0.04) | 0.63 (0.06) | 0.99 (0.01) | 0.81 (0.02) | 0.67 (0.04) | 0.79 (0.09) |
Mean(SD) | TDA | 0.99 (0.01) | 0.71 (0.04) | 0.59 (0.08) | 0.99 (0.01) | 0.79 (0.04) | 0.64 (0.05) | 0.74 (0.06) |
(N + O) | FDA | 0.99 (0.01) | 0.74 (0.04) | 0.65 (0.06) | 0.99 (0.01) | 0.81 (0.03) | 0.67 (0.03) | 0.80 (0.08) |
Mean(SD) | TDA | 0.99 (0.02) | 0.68 (0.07) | 0.52 (0.15) | 0.99 (0.01) | 0.76 (0.07) | 0.58 (0.13) | 0.67 (0.15) |
(N + O + P) | FDA | 0.99 (0.02) | 0.72 (0.05) | 0.60 (0.11) | 0.99 (0.01) | 0.79 (0.05) | 0.62 (0.11) | 0.76 (0.11) |