[Retracted] A Machine-Learning-Based System for Prediction of Cardiovascular and Chronic Respiratory Diseases

Table 15

Classification of CRDs 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	2.3466	1.09438	0.22	0.25	0.23
	etCO2	42.46008	22.48736
	imCO2	68.92556	46.9466
	etO2	137.1689	10.14428
	inO2	328.6665	21.34718
Support Vector Machine	spo2	2.3466	1.09438	0.21	0.22	0.20
	etCO2	42.46008	22.48736
	imCO2	68.92556	46.9466
	etO2	137.1689	10.14428
	inO2	328.6665	21.34718
Decision Tree (J48)	spo2	2.3466	1.09438	0.21	0.24	0.22
	etCO2	42.46008	22.48736
	imCO2	68.92556	46.9466
	etO2	137.1689	10.14428
	inO2	328.6665	21.34718