Table 6.

The performance comparison between the CAN with the proposed preprocessing method and the LSTM without the preprocessing method.

RMSEs for the Resubstitution Performance
RMSE	CAN with the Preprocessing	LSTM without the Preprocessing
The average maximum B.P.	4.9590 mmHg	0.6804 mmHg
The average minimum B.P	5.0880 mmHg	0.8556 mmHg
The average mean B.P.	1.9776 mmHg	0.3992 mmHg
The standard deviation	2.4064 mmHg	0.1348 mmHg
RMSEs for the Test Dataset Responses
RMSE	CAN with the Preprocessing	LSTM without the Preprocessing
The average maximum B.P.	7.1455 mmHg	9.5528 mmHg
The average minimum B.P	6.0862 mmHg	7.3774 mmHg
The average mean B.P.	4.2381 mmHg	7.2500 mmHg
The standard deviation	2.3218 mmHg	2.5795 mmHg