Research Article
Time-Frequency Analysis of EEG Signals and GLCM Features for Depth of Anesthesia Monitoring
Table 3
Classification accuracy of the proposed DoA classification.
| Channel | Subject | Average | Min | Max | 1 | 2 | 3 | 4 | 5 | 6 |
| 1 (Fp1) | 77.80 | 65.72 | 68.68 | 55.72 | 74.48 | 83.51 | 70.98 | 55.72 | 83.51 | 2 (Fp2) | 66.36 | 73.58 | 64.44 | 70.99 | 67.44 | 75.64 | 69.74 | 64.44 | 75.64 | 3 (F7) | 65.21 | 74.37 | 64.75 | 61.83 | 77.41 | 74.35 | 69.65 | 61.83 | 77.41 | 4 (F3) | 67.27 | 79.08 | 63.08 | 57.25 | 66.42 | 69.41 | 67.08 | 57.25 | 79.08 | 5 (Fz) | 64.53 | 77.98 | 62.02 | 52.29 | 70.67 | 66.30 | 65.63 | 52.29 | 77.98 | 6 (F4) | 69.56 | 63.36 | 73.97 | 50.76 | 74.34 | 82.41 | 69.07 | 50.76 | 82.41 | 7 (F8) | 79.40 | 66.03 | 63.84 | 60.67 | 59.97 | 73.62 | 67.25 | 59.97 | 79.40 | 8 (T7) | 73.22 | 79.24 | 69.74 | 67.93 | 79.03 | 84.06 | 75.54 | 67.93 | 84.06 | 9 (C3) | 64.98 | 60.84 | 76.85 | 70.61 | 68.47 | 84.79 | 71.09 | 60.84 | 84.79 | 10 (Cz) | 69.10 | 79.24 | 77.91 | 67.93 | 57.33 | 78.20 | 71.62 | 57.33 | 79.24 | 11 (C4) | 67.73 | 71.06 | 68.38 | 53.81 | 76.39 | 81.86 | 69.87 | 53.81 | 81.86 | 12 (T8) | 67.96 | 72.32 | 56.88 | 67.93 | 62.17 | 69.04 | 66.05 | 56.88 | 69.04 | 13 (P3) | 73.68 | 64.62 | 72.31 | 54.19 | 62.31 | 78.75 | 67.64 | 54.19 | 78.75 | 14 (Pz) | 69.56 | 63.99 | 66.26 | 68.32 | 73.61 | 74.35 | 69.35 | 63.99 | 74.35 | 15 (P3) | 77.34 | 76.25 | 75.34 | 51.52 | 67.88 | 81.68 | 71.67 | 51.25 | 81.68 | All | 94.5 | 94.65 | 93.34 | 95.8 | 96.92 | 96.7 | 95.32 | 93.34 | 96.92 |
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