Table 4. Feature selection from signals for the entire data set.
| S | PPG | PPG LF | PPG MF | PPG HF | ||||
|---|---|---|---|---|---|---|---|---|
| No | F | R | F | R | F | R | F | R |
| 1 | 17 | 0.082 | 2 | 0.027 | 2 | 0.029 | 8 | 0.081 |
| 2 | 8 | 0.062 | 1 | 0.021 | 1 | 0.022 | 1 | 0.060 |
| 3 | 25 | 0.041 | 11 | 0.021 | 6 | 0.022 | 25 | 0.042 |
| 4 | 11 | 0.039 | 4 | 0.021 | 11 | 0.022 | 14 | 0.042 |
| 5 | 14 | 0.039 | 8 | 0.019 | 8 | 0.020 | 7 | 0.042 |
| 6 | 22 | 0.039 | 16 | 0.019 | 25 | 0.020 | 3 | 0.041 |
| 7 | 2 | 0.039 | 6 | 0.018 | 18 | 0.019 | 24 | 0.040 |
| 8 | 9 | 0.038 | 25 | 0.018 | 20 | 0.018 | 9 | 0.039 |
| 9 | 3 | 0.033 | 22 | 0.018 | 14 | 0.018 | 18 | 0.039 |
| 10 | 19 | 0.032 | 17 | 0.003 | 17 | 0.007 | 19 | 0.037 |
| 11 | 1 | 0.017 | 13 | 0.003 | 13 | 0.007 | 11 | 0.021 |
| 12 | 21 | 0.007 | 15 | 0.002 | 15 | 0.002 | 4 | 0.005 |
| 13 | 16 | 0.005 | 14 | 0.002 | 4 | 0.002 | 13 | 0.005 |
| 14 | 6 | 0.003 | 20 | 0.001 | 3 | 0.001 | 21 | 0.003 |
| 15 | 4 | 0.003 | 3 | 0.000 | 16 | 0.000 | 6 | 0.002 |
| 16 | 7 | 0.001 | 12 | 0.000 | 7 | 0.000 | 20 | 0.002 |
| 17 | 12 | 0.001 | 7 | 0.000 | 22 | 0.000 | 17 | 0.002 |
| 18 | 13 | 0.001 | 21 | 0.000 | 12 | 0.000 | 12 | 0.001 |
| 19 | 15 | 0.001 | 19 | 0.000 | 21 | 0.000 | 15 | 0.001 |
| 20 | 10 | 0.000 | 5 | 0.000 | 5 | 0.000 | 5 | 0.001 |
| 21 | 20 | 0.000 | 18 | 0.000 | 19 | 0.000 | 16 | 0.001 |
| 22 | 23 | 0.000 | 10 | 0.000 | 10 | 0.000 | 2 | 0.000 |
| 23 | 5 | 0.000 | 23 | 0.000 | 23 | 0.000 | 10 | 0.000 |
| 24 | 18 | 0.000 | 24 | 0.000 | 24 | 0.000 | 22 | 0.000 |
| 25 | 24 | 0.000 | 9 | 0.000 | 9 | 0.000 | 23 | 0.000 |
Note:
S, Signal; F, Feature; R, Correlation coefficient.