BMC Medical Informatics and Decision Making

Table 3 Performance metrics of the classification models

From: Anomaly prediction of CT equipment based on IoMT data

	Models	Acc	Rec	Pre	F1	AUC
framework 1	DT	0.83	0.54	0.30	0.34	0.69
	SVM	0.94	0.12	0.60	0.18	0.56
	LR	0.65	0.74	0.25	0.33	0.73
	NB	0.70	0.88	0.34	0.42	0.82
	KNN	0.72	0.76	0.24	0.32	0.72
framework 2	DT	0.78	0.78	0.40	0.51	0.78
	SVM	0.86	0.16	0.68	0.24	0.71
	LR	0.71	0.82	0.34	0.46	0.81
	NB	0.79	0.77	0.45	0.51	0.88
	KNN	0.76	0.83	0.42	0.54	0.80

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