Table 5.

Performance results (mean, SD, and p-value with respect to different evaluation metrics) between the AE and the SCDA model on three different test datasets at different missing ratios (0%, 10% and 20%).

Metrics	Data	Model	Missing ratio
			0%		10%		20%
			mean (SD)	p -value	mean (SD)	p -value	mean (SD)	p -value
CR (accuracy)	Yeast	SCDA	0.9999 (0.0)	0.0090	0.9979 (0.0)	0.0422	0.9970 (0.0)	0.4710
		AE	1.0000 (0.0)		0.9980 (0.0)		0.9979 (0.0)
	HLA	SCDA	0.9947 (0.0008)	0.0103	0.9421 (0.0003)	0.0019	0.9416 (0.0002)	0.0014
		AE	1.0000 (0.0)		0.9468 (0.0001)		0.9459 (0.0001)
	LOS	SCDA	0.9983 (0.0003)	0.0141	0.9005 (0.0007)	0.0393	0.8999 (0.0007)	0.0166
		AE	0.9999 (0.0)		0.9011 (0.0006)		0.9005 (0.0007)
Hellinger score	Yeast	SCDA	0.9979 (0.0007)	0.0540	0.9974 (0.0005)	0.0312	0.9963 (0.0006)	0.0240
		AE	1.0000 (0.0)		0.9995 (0.0001)		0.9991 (0.0)
	HLA	SCDA	0.9843 (0.0016)	0.0056	0.9506 (0.0010)	0.0004	0.9192 (0.0017)	0.0001
		AE	0.9995 (0.0)		0.9765 (0.0005)		0.9518 (0.0012)
	LOS	SCDA	0.9880 (0.0010)	0.0037	0.9404 (0.0028)	0.0048	0.9043 (0.0007)	0.0004
		AE	0.9993 (0.0001)		0.9687 (0.0001)		0.9384 (0.0005)
Minimum Hellinger score	Yeast	SCDA	0.7180 (0.0049)	0.0002	0.6477 (0.0056)	0.0006	0.6151 (0.0076)	0.0017
		AE	0.9765 (0.0004)		0.8389 (0.0018)		0.7551 (0.0020)
	HLA	SCDA	0.8245 (0.0157)	0.0047	0.5596 (0.0118)	0.1395	0.5022 (0.0092)	0.0391
		AE	0.9826 (0.0003)		0.5753 (0.0042)		0.5119 (0.0072)
	LOS	SCDA	0.7058 (0.0175)	0.0021	0.1626 (0.0015)	0.0054	0.1049 (0.0019)	0.0002
		AE	0.9471 (0.0048)		0.2079 (0.0033)		0.1413 (0.0012)
SEN score	Yeast	SCDA	1.0000 (0.0)	0.0007	0.9999 (0.0)	0.0018	0.9999 (0.0)	0.0070
		AE	1.0000 (0.0)		1.0000 (0.0)		0.9999 (0.0)
	HLA	SCDA	0.9981 (0.0003)	0.0130	0.9952 (0.0004)	0.0156	0.9929 (0.0002)	0.0014
		AE	1.0000 (0.0)		0.9977 (0.0)		0.9953 (0.0001)
	LOS	SCDA	0.9995 (0.0001)	0.0227	0.9958 (0.0)	0.0003	0.9925 (0.0)	0.0014
		AE	1.0000 (0.0)		0.9970 (0.0)		0.9940 (0.0)
Minimum SEN score	Yeast	SCDA	0.9795 (0.0003)	0.0001	0.9636 (0.0007)	0.0010	0.9526 (0.0013)	0.0038
		AE	0.9976 (0.0001)		0.9821 (0.0001)		0.9700 (0.0002)
	HLA	SCDA	0.9702 (0.0043)	0.0106	0.8436 (0.0036)	0.0027	0.8195 (0.0048)	0.0045
		AE	0.9991 (0.0001)		0.8591 (0.0026)		0.8301 (0.0041)
	LOS	SCDA	0.9681 (0.0062)	0.0188	0.6389 (0.0007)	0.0019	0.5751 (0.0035)	0.0015
		AE	0.9976 (0.0006)		0.6719 (0.0025)		0.6059 (0.0019)
IQS	Yeast	SCDA	0.9998 (0.0)	0.0090	0.9993 (0.0)	0.0001	0.9990 (0.0)	0.0107
		AE	1.0000 (0.0)		0.9996 (0.0)		0.9991 (0.0)
	HLA	SCDA	0.9604 (0.0056)	0.0099	0.9115 (0.0067)	0.0129	0.8678 (0.0057)	0.0113
		AE	0.9996 (0.0001)		0.9515 (0.0002)		0.9044 (0.0022)
	LOS	SCDA	0.9899 (0.0040)	0.0730	0.9145 (0.0023)	0.0064	0.8470 (0.0023)	0.0079
		AE	0.9997 (0.0001)		0.9355 (0.0003)		0.8681 (0.0005)