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. Author manuscript; available in PMC: 2020 Dec 1.
Published in final edited form as: IEEE Trans Biomed Circuits Syst. 2019 Oct 10;13(6):1723–1735. doi: 10.1109/TBCAS.2019.2946661

TABLE IV.

regression models comparison for DBP and SBP

Regression Model DBP SBP
R RMSE
(mmHg)		 R RMSE
(mmHg)
AdaBoost 0.77 2.6 0.86 3.5
Support Vector 0.76 2.7 0.83 3.8
Random Forest 0.73 2.7 0.72 4.2
Linear 0.66 3.3 0.76 4.5
Gradient Boosting 0.64 3.5 0.75 5.3
Decision Tree 0.62 3.5 0.68 5.1