Table 3:

Average (standard deviation) AUCs from 10-fold cross-validation for each variable set and the corresponding estimation method for 3-year survival.

	Cox	Lasso	Ridge	El-Net	RSF	SVM	Boost	BNN
Set 1	0.57	0.49	0.57	0.48	0.54	0.57	0.57	0.42
	(0.12)	(0.13)	(0.15)	(0.14)	(0.15)	(0.02)	(0.12)	(0.09)
Set 2	0.57	0.51	0.57	0.50	0.58	0.57	0.57	0.42
	(0.14)	(0.14)	(0.15)	(0.15)	(0.19)	(0.02)	(0.13)	(0.09)
Set 3	0.57	0.48	0.59	0.46	0.56	0.56	0.57	0.42
	(0.11)	(0.13)	(0.13)	(0.16)	(0.13)	(0.02)	(0.12)	(0.09)
Set 4	0.55	0.63	0.62	0.61	0.66	NA	0.60	0.40
	(0.12)	(0.12)	(0.13)	(0.12)	(0.12)	NA	(0.12)	(0.09)
Set 5	0.56	0.67	0.67	0.67	0.67	0.36	0.62	0.46
	(0.15)	(0.11)	(0.11)	(0.08)	(0.09)	(0.01)	(0.09)	(0.08)
Set 6	0.65	0.66	0.71	0.68	0.66	0.32	0.68	0.32
	(0.11)	(0.11)	(0.09)	(0.10)	(0.11)	(0.02)	(0.12)	(0.07)