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. 2014 Sep 21;2014:762501. doi: 10.1155/2014/762501

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