. Author manuscript; available in PMC: 2021 Jun 30.

Published in final edited form as: Stat Med. 2020 Sep 23;39(30):4704–4723. doi: 10.1002/sim.8749

Table 2:

Area under the curve for each variable set and the corresponding estimation method for 3-year survival.

	Cox	Lasso	Ridge	El-Net	RSF	SVM	Boost	BNN

Set 1	0.72	0.50	0.66	0.76	0.70	0.55	0.72	0.34
Set 2	0.76	0.50	0.72	0.68	0.80	0.55	0.75	0.34
Set 3	0.73	0.50	0.69	0.76	0.64	0.54	0.73	0.34
Set 4	0.54	0.68	0.78	0.67	0.63	NA	0.79	0.34
Set 5	0.61	0.76	0.72	0.79	0.81	0.34	0.61	0.60
Set 6	0.71	0.78	0.82	0.85	0.70	0.32	0.76	0.50