Table 9.
Statistical indices for different models.
| Model | Normotensive subjects | Hypertensive subjects | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SBP | DBP | SBP | DBP | |||||||||
| R 2 (%) | RMSE | MAPE | R 2 (%) | RMSE | MAPE | R 2 (%) | RMSE | MAPE | R 2 (%) | RMSE | MAPE | |
| PCA-ANN | 67.44 | 0.58 | 37.09 | 62.39 | 0.62 | 40.77 | 59.50 | 0.68 | 9.2 | 53.19 | 0.86 | 11.02 |
| PCA-ANFIS | 80.04 | 0.56 | 9.82 | 79.37 | 0.52 | 12.27 | 87.02 | 0.41 | 2.97 | 86.11 | 0.4 | 2.71 |
| PCA-LS-SVM | 95.42 | 0.21 | 5.88 | 94.22 | 0.24 | 4.05 | 98.76 | 0.11 | 0.88 | 98.78 | 0.11 | 0.84 |