Table 3.

AUC values of the proposed and alternate methods for the three multimorbidity datasets. Each experiment was executed 100 times and the average values along with the standard deviations are reported.

Method	MM1		MM2		MM3
	AUC	AUROC	AUC	AUROC	AUC	AUROC
CN	0.8215 ± 0.0012	0.8329 ± 0.0011	0.8101 ± 0.0018	0.8254 ± 0.0017	0.7584 ± 0.0012	0.7978 ± 0.0010
LCL	0.8184 ± 0.0012	0.8302 ± 0.0011	0.8018 ± 0.0019	0.8179 ± 0.0017	0.7480 ± 0.0011	0.7892 ± 0.0009
RA	0.8201 ± 0.0012	0.8317 ± 0.0011	0.8071 ± 0.0019	0.8227 ± 0.0017	0.7556 ± 0.0012	0.7955 ± 0.0010
AA	0.8207 ± 0.0012	0.8322 ± 0.0011	0.8085 ± 0.0019	0.8239 ± 0.0017	0.7565 ± 0.0012	0.7963 ± 0.0010
CRA	0.8181 ± 0.0012	0.8299 ± 0.0011	0.8012 ± 0.0019	0.8173 ± 0.0017	0.7479 ± 0.0012	0.7892 ± 0.0010
CAA	0.8191 ± 0.0012	0.8309 ± 0.0011	0.8022 ± 0.0019	0.8182 ± 0.0017	0.7482 ± 0.0012	0.7894 ± 0.0010
CPA	0.8205 ± 0.0012	0.8322 ± 0.0011	0.8067 ± 0.0018	0.8224 ± 0.0017	0.7547 ± 0.0012	0.7949 ± 0.0010
JC	0.6340 ± 0.0013	0.6588 ± 0.0012	0.5392 ± 0.0023	0.5768 ± 0.0021	0.5481 ± 0.0018	0.6216 ± 0.0015
PA	0.7975 ± 0.0012	0.8109 ± 0.0011	0.7896 ± 0.0018	0.8065 ± 0.0017	0.7296 ± 0.0010	0.7743 ± 0.0009
CAR	0.8205 ± 0.0012	0.8321 ± 0.0011	0.8067 ± 0.0019	0.8223 ± 0.0017	0.7547 ± 0.0012	0.7949 ± 0.0010
CJC	0.7990 ± 0.0013	0.8123 ± 0.0012	0.7812 ± 0.0020	0.7989 ± 0.0018	0.7330 ± 0.0011	0.7768 ± 0.0009
PRA	0.8483 ± 0.0010	0.8579 ± 0.0010	0.8153 ± 0.0016	0.8303 ± 0.0015	0.7508 ± 0.0010	0.7916 ± 0.0009
PROP	0.8604 ± 0.0010	0.8691 ± 0.0009	0.8420 ± 0.0016	0.8546 ± 0.0015	0.7747 ± 0.0011	0.8115 ± 0.0009

Bold values indicate best performance.