Table 3.

Features extraction results with Coswara and Coughvid.

D	Features	Cough			Breath			Both
		Clf	PCA	PR-AUC	Clf	PCA	PR-AUC	Clf	PCA	PR-AUC
Coswara	HC	AB	.90	.68	AB	.99	.74	SVM	.65	.70
	YAMNET	RF	.99	.56	LR	.99	.66	RF	.99	.61
	VGGish	RF	.70	.61	RF	.75	.68	SVM	.65	.63
	L3 E 512 L	LR	.70	.73	RF	.90	.70	AB	.99	.74
	L3 E 512 M128	LR	.99	.71	RF	.75	.70	AB	.95	.73
	L3 E 512 M256	SVM	.85	.68	AB	.95	.71	AB	.85	.72
	L3 E 6144 L	LR	.95	.65	LR	.99	.69	LR	.99	.68
	L3 E 6144 M128	LR	.85	.72	AB	.99	.76	SVM	.75	.73
	L3 E 6144 M256	LR	.75	.72	RF	.85	.74	AB	.99	.71
	L3 M 512 L	RF	.70	.71	RF	.85	.73	SVM	.85	.70
	L3 M 512 M128	RF	.80	.69	AB	.99	.74	RF	.70	.72
	L3 M 512 M256	LR	.60	.70	RF	.90	.71	AB	.99	.69
	L3 M 6144 L	LR	.75	.70	LR	.99	.70	AB	.95	.72
	L3 M 6144 M128	SVM	.75	.69	LR	.99	.74	AB	.99	.72
	L3 M 6144 M256	SVM	.99	.69	AB	.90	.72	RF	.85	.75
Coughvid	HC	SVM	.80	.61	–	–	–	–	–	–
	YAMNET	SVM	.60	.56	–	–	–	–	–	–
	VGGish	LR	.70	.59	–	–	–	–	–	–
	L3 E 512 L	SVM	.75	.62	–	–	–	–	–	–
	L3 E 512 M128	LR	.99	.67	–	–	–	–	–	–
	L3 E 512 M256	LR	.99	.64	–	–	–	–	–	–
	L3 E 6144 L	LR	.99	.65	–	–	–	–	–	–
	L3 E 6144 M128	LR	.99	.68	–	–	–	–	–	–
	L3 E 6144 M256	LR	.99	.67	–	–	–	–	–	–
	L3 M 512 L	RF	.90	.62	–	–	–	–	–	–
	L3 M 512 M128	LR	.99	.62	–	–	–	–	–	–
	L3 M 512 M256	LR	.75	.60	–	–	–	–	–	–
	L3 M 6144 L	LR	.99	.67	–	–	–	–	–	–
	L3 M 6144 M128	LR	.99	.65	–	–	–	–	–	–
	L3 M 6144 M256	LR	.99	.64	–	–	–	–	–	–