Table 7.

Classification of CVD on 60-second forecasted vital signs using polynomial regression degree 2.

Classifier		Polynomial degree 2		Performance metrics
	Vital sign	MSE	MAPE	Precision	Recall	F-measure
Naïve Bayes	spo2	7.26112	3.85538	0.72	0.82	0.75
	HR	7.9457	2.75838
	NBP (Sys)	288.3866	13.15938
	NBP (Dia)	79.68692	6.6934
	NBP (mean)	84.37498	8.22226
Support Vector Machine	spo2	7.26112	3.85538	0.67	0.60	0.61
	HR	7.9457	2.75838
	NBP (Sys)	288.3866	13.15938
	NBP (Dia)	79.68692	6.6934
	NBP (mean)	84.37498	8.22226
Decision Tree (J48)	spo2	7.26112	3.85538	0.80	0.76	0.73
	HR	7.9457	2.75838
	NBP (Sys)	288.3866	13.15938
	NBP (Dia)	79.68692	6.6934
	NBP (mean)	84.37498	8.22226