Table 13.

Hybrid classification for CVD on 3-minute forecasted vital signs.

Classifier		Best settings		Performance metrics
	Vital sign	MSE	MAPE	Precision	Recall	F-measure
Naïve Bayes	spo2	4.63774	1.6672	0.59	0.65	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	4.63774	1.6672	0.73	0.51	0.52
	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	4.63774	1.6672	0.58	0.56	0.55
	HR	9.87616	3.19928
	NBP (Sys)	342.3416	15.93054
	NBP (Dia)	186.2163	14.37694
	NBP (mean)	170.2237	13.48256