Research Article

Support Vector Regression-Based Recursive Ensemble Methodology for Confidence Interval Estimation in Blood Pressure Measurements

Table 5

Comparison of CIs between the SVREM and conventional methods, where (=85) denotes the number of subject and L and U denote the lower and upper limits, respectively.

BP (mmHg)SBP (SDE)DBP (SDE)SBP L (SDE)SBP U (SDE)DBP L (SDE)DBP U (SDE)
(=85)95% CI95% CI

MAAST [9]13.2 (8.0)9.4 (5.8)106.7 (14.3)120.2 (16.5)62.4 (10.4)71.7 (11.0)
MAAGUM [9]13.9 (7.9)10.0 (5.4)106.4 (14.3)120.5 (16.4)62.0 (10.4)72.1 (10.9)
PMAENPB [9]2.8 (3.3)1.7 (2.4)112.4 (13.9)115.7 (14.1)66.7 (10.5)68.2 (9.9)
DNNϕ(BT)4.8 (1.5)4.2 (0.9)107.3 (12.7)112.1 (12.8)65.1 (8.2)69.3 (8.8)
SVREMBT3.1 (2.9)3.2 (2.7)107.9 (13.9)111.0 (13.4)65.5 (9.4)68.7 (9.0)