Research Article
Time-Frequency Analysis of EEG Signals and GLCM Features for Depth of Anesthesia Monitoring
Table 5
Confusion matrix of the proposed DoA classification.
| ā | Predicted class | Sensitivity (%) | D | A | S |
| Actual class for subject 1 | D | 60 | 5 | 0 | 92.31 | A | 4 | 320 | 12 | 95.24 | S | 0 | 3 | 33 | 91.67 |
| Actual class for subject 2 | D | 119 | 6 | 0 | 95.2 | A | 7 | 285 | 12 | 93.75 | S | 0 | 9 | 198 | 95.65 |
| Actual class for subject 3 | D | 94 | 7 | 0 | 93.07 | A | 12 | 311 | 10 | 93.39 | S | 0 | 15 | 212 | 93.39 |
| Actual class for subject 4 | D | 30 | 1 | 0 | 96.77 | A | 2 | 151 | 5 | 95.57 | S | 0 | 3 | 70 | 95.89 |
| Actual class for subject 5 | D | 235 | 7 | 0 | 97.11 | A | 4 | 264 | 7 | 96 | S | 0 | 3 | 162 | 98.18 |
| Actual class for subject 6 | D | 293 | 10 | 0 | 96.69 | A | 2 | 163 | 4 | 96.45 | S | 0 | 2 | 72 | 97.29 |
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