Table 11.

Classification of CVD on 3-minute forecasted vital signs using polynomial degree 2.

Classifier		Polynomial degree 2		Performance metrics
	Vital sign	MSE	MAPE	Precision	Recall	F-measure
Naïve Bayes	spo2	19.6604	4.66122	0.59	0.67	0.60
	HR	9.87616	3.19928
	NBP (Sys)	342.3416	15.93054
	NBP (Dia)	186.2163	14.37694
	NBP (mean)	170.2237	13.48256
Support Vector Machine	spo2	19.6604	4.66122	0.73	0.51	0.53
	HR	9.87616	3.19928
	NBP (Sys)	342.3416	15.93054
	NBP (Dia)	186.2163	14.37694
	NBP (mean)	170.2237	13.48256
Decision Tree (J48)	spo2	19.6604	4.66122	0.78	0.76	0.75
	HR	9.87616	3.19928
	NBP (Sys)	342.3416	15.93054
	NBP (Dia)	186.2163	14.37694
	NBP (mean)	170.2237	13.48256