Machine learning models to identify low adherence to influenza vaccination among Korean adults with cardiovascular disease

Table 5 Confusion matrix for prediction models (Test dataset for the over-65 age group and under 65 age group)

	Korean adult with cardiovascular disease (≥ 65 yrs)
	TP	FN	FP	TN	Accuracy	AUC
LR	1	14	3	80	0.827	0.639
SVM	2	13	9	74	0.776	0.572
RF	0	15	0	83	0.847	0.643
XGB	0	15	0	83	0.847	0.607

	Korean adult with cardiovascular disease (< 65 yrs)
	TP	FN	FP	TN	Accuracy	AUC
LR	35	0	21	1	0.632	0.739
SVM	31	4	14	8	0.684	0.697
RF	31	4	16	6	0.649	0.74
XGB	35	0	22	0	0.614	0.67

ISSN: 1471-2261