TABLE 1.

Criteria and their use in the cross validation step or as a performance measures for assessing the quality of the model.

Criterion	Type	As a cross validation criterion			As a performance measure
Criterion	Type	Tested	Results	Recom. For	Is a	Selected on	Results
					PM ?	statistical
						grounds
CVLL	LBA	Yes	Yes		No	No	No
vHCVLL	LBA	Yes	Yes		No	No	No
LRT p-value	LBA	No	No		Yes	Yes	No
VarM	LBA	No	No		Yes	No	No
R2Nag	LBA	No	No		Yes	No	No
R2XO	LBA	No	No		Yes	Yes	Yes
R2OXS	LBA	No	No		Yes	No	No
iR2BSunw	DBA	No	No		Yes	No	No
iR2BSw	DBA	No	No		Yes	Yes	No
iRSSunw	DBA	No	No		New	No	No
iRSSw	DBA	No	No		New	Yes	Yes
iAUCCD	ROCBA	Yes	Yes		Yes	Yes	Yes
iAUCHC	ROCBA	Yes	Yes		Yes	Yes	No
iAUCSH	ROCBA	Yes	Yes	PLS−Cox	Yes	Yes	No
				autoPLS−Cox
iAUCUno	ROCBA	Yes	Yes	(DK) (s)PLSDR	Yes	Yes	No
				Cox−PLS
iAUCHZ	ROCBA	Yes	Yes		Yes	Yes	No
iAUCSurvROC	ROCBA	Yes	Yes	(DK) (s)PLSDR	Yes	Yes	Yes
				Cox−PLS
C	ROCBA	No	No		Yes	No	No
UnoC	ROCBA	No	No		Yes	No	Sup. Info
GHCI	ROCBA	No	No		Yes	Yes	Yes
SchemperV	DBA	No	No		Yes	Yes	No
iBSunw	DBA	Yes	Yes		Yes	No	No
iBSw	DBA	Yes	Yes		Yes	Yes	Sup. Info
iSSunw	DBA	Yes	Yes		Yes	No	No
iSSw	DBA	Yes	Yes		Yes	Yes	Yes
Total Number	25	12		12	23	14	6 (+2 SI)