Table 4.

Features extraction results with Cambridge KDD and Cambridge npj.

D	Features	Cough			Breath			Both
		Clf	PCA	PR-AUC	Clf	PCA	PR-AUC	Clf	PCA	PR-AUC
Cambridge KDD	HC	AB	.60	.78	AB	.80	.85	RF	.60	.83
	YAMNET	LR	.99	.74	SVM	.99	.78	LR	.95	.73
	VGGish	AB	.99	.89	LR	.65	.85	AB	.95	.86
	L3 E 512 L	LR	.70	.86	LR	.95	.87	RF	.90	.88
	L3 E 512 M128	LR	.60	.85	LR	.85	.88	LR	.80	.86
	L3 E 512 M256	RF	.80	.91	SVM	.85	.88	AB	.99	.89
	L3 E 6144 L	RF	.75	.88	RF	.75	.84	SVM	.99	.86
	L3 E 6144 M128	RF	.70	.77	AB	.85	.83	AB	.90	.81
	L3 E 6144 M256	LR	.90	.94	LR	.80	.92	LR	.85	.93
	L3 M 512 L	LR	.70	.82	RF	.80	.89	SVM	.65	.86
	L3 M 512 M128	SVM	.95	.77	SVM	.60	.81	SVM	.99	.80
	L3 M 512 M256	LR	.95	.86	RF	.95	.87	LR	.90	.89
	L3 M 6144 L	LR	.75	.91	SVM	.85	.89	LR	.70	.88
	L3 M 6144 M128	RF	.90	.93	LR	.85	.92	AB	.95	.91
	L3 M 6144 M256	LR	.65	.92	LR	.90	.92	LR	.85	.93
Cambridge npj	HC	SVM	.70	.64	SVM	.99	.62	LR	.70	.63
	YAMNET	SVM	.60	.62	SVM	.99	.63	SVM	.75	.63
	VGGish	SVM	.70	.62	SVM	.99	.65	SVM	.65	.65
	L3 E 512 L	SVM	.75	.70	SVM	.65	.65	SVM	.65	.63
	L3 E 512 M128	SVM	.99	.67	LR	.99	.64	SVM	.90	.67
	L3 E 512 M256	LR	.99	.65	SVM	.99	.67	SVM	.90	.65
	L3 E 6144 L	LR	.95	.65	SVM	.80	.63	LR	.80	.65
	L3 E 6144 M128	LR	.95	.65	SVM	.75	.62	SVM	.85	.66
	L3 E 6144 M256	LR	.95	.66	LR	.85	.64	SVM	.80	.66
	L3 M 512 L	SVM	.95	.65	SVM	.65	.62	SVM	.90	.64
	L3 M 512 M128	LR	.99	.66	LR	.60	.62	SVM	.80	.64
	L3 M 512 M256	SVM	.65	.66	SVM	.90	.66	SVM	.75	.64
	L3 M 6144 L	SVM	.90	.65	SVM	.65	.62	LR	.99	.64
	L3 M 6144 M128	LR	.95	.68	SVM	.85	.66	SVM	.85	.68
	L3 M 6144 M256	LR	.95	.67	SVM	.90	.63	SVM	.75	.66