Table 3 AUC values for different datasets. The cell Bold shows the best performance while the one Italic shows the second best performance for each dataset.

Method	Karate	Bombing	Iceland	LesMis	Neurons	E.Coli
CN	0.7327±0.0890	0.9493±0.0288	0.9252±0.0517	0.9678±0.0209	0.8648±0.0123	0.6286±0.0652
AA	0.7704±0.0977	0.9572±0.0288	0.9456±0.0455	0.9704±0.0210	0.8800±0.0121	0.6327±0.0674
RA	0.7829±0.0986	0.9582±0.0285	0.9443±0.0450	0.9698±0.0211	0.8862±0.0120	0.6329±0.0675
PA	0.6970±0.1186	0.8014±0.0509	0.8519±0.0919	0.8286±0.0414	0.7281±0.0161	0.8388±0.0485
MFI	0.7837±0.0682	0.9413±0.0253	0.8883±0.0387	0.9481±0.0214	0.8755±0.0097	0.8890±0.0374
LO	0.6900±0.1140	0.9430±0.0366	0.9046±0.0562	0.3833±0.0222	0.7135±0.0239	0.6579±0.1011
CND	0.7412±0.0799	0.9530±0.0252	0.9291±0.0416	0.9691±0.0188	0.8659±0.0120	0.8612±0.0340
Katz	0.7745±0.0861	0.9470±0.0267	0.9300±0.0467	0.9668±0.0216	0.8721±0.0108	0.8897±0.0356
SRW	0.7496±0.1213	0.9236±0.0333	0.8700±0.0957	0.9575±0.0263	0.8463±0.0123	0.6026±0.0654
RWR	0.7240±0.0989	0.9130±0.0352	0.8945±0.0865	0.9531±0.0265	0.8207±0.0126	0.6051±0.0617
LP	0.7799±0.0839	0.9467±0.0271	0.9314±0.0449	0.9672±0.0211	0.8732±0.0107	0.8739±0.0469
WPMFI	0.8249±0.0619	0.9629±0.0331	0.9526±0.0291	0.9757±0.0166	0.9002±0.0097	0.9011±0.0301

Method	Netscience	Infectious	Metabolic	US Air	ASoIaF	Email
CN	0.9904±0.0065	0.9554±0.0073	0.9283±0.0108	0.9664±0.0054	0.9715±0.0052	0.8763±0.0123
AA	0.9922±0.0065	0.9586±0.0073	0.9536±0.0095	0.9715±0.0050	0.9752±0.0052	0.8780±0.0122
RA	0.9922±0.0064	0.9593±0.0074	0.9572±0.0092	0.9744±0.0048	0.9754±0.0052	0.8775±0.0122
PA	0.6053±0.0422	0.7237±0.0149	0.7957±0.0230	0.9282±0.0121	0.8777±0.0127	0.8142±0.0099
MFI	0.9924±0.0027	0.9669±0.0031	0.9181±0.0093	0.9451±0.0047	0.9566±0.0041	0.9317±0.0065
LO	0.9838±0.0145	0.8352±0.0202	0.3866±0.0118	0.7448±0.0215	0.3835±0.0113	0.3205±0.0074
CND	0.9934±0.0023	0.9674±0.0042	0.9291±0.0105	0.9676±0.0048	0.9761±0.0037	0.9209±0.0080
Katz	0.9915±0.0026	0.9703±0.0035	0.9274±0.0108	0.9659±0.0056	0.9761±0.0037	0.9364±0.0062
SRW	0.9581±0.0163	0.9462±0.0073	0.8954±0.0135	0.9602±0.0066	0.9585±0.0066	0.8661±0.0142
RWR	0.9586±0.0154	0.9437±0.0072	0.8759±0.0132	0.9569±0.0066	0.9538±0.0063	0.8712±0.0127
LP	0.9916±0.0028	0.9700±0.0038	0.9281±0.0107	0.9664±0.0054	0.9764±0.0037	0.9325±0.0070
WPMFI	0.9961±0.0022	0.9773±0.0032	0.9588±0.0092	0.9770±0.0039	0.9833±0.0033	0.9414±0.0062

Method	Bible	Yeast	Vidal	Household	Friendships	Hamster
CN	0.9816±0.0024	0.9324±0.0039	0.6750±0.0125	0.9018±0.0098	0.8206±0.0030	0.9722±0.0020
AA	0.9879±0.0024	0.9330±0.0039	0.6758±0.0125	0.9068±0.0100	0.8230±0.0029	0.9754±0.0020
RA	0.9887±0.0024	0.9331±0.0039	0.6758±0.0125	0.9061±0.0098	0.8235±0.0029	0.9766±0.0019
PA	0.8270±0.0101	0.8867±0.0053	0.8590±0.0068	0.9179±0.0048	0.8899±0.0059	0.8474±0.0075
MFI	0.9728±0.0024	0.9811±0.0038	0.8967±0.0062	0.9027±0.0101	0.9472±0.0020	0.9708±0.0020
LO	0.4438±0.0035	0.4126±0.0063	0.2412±0.0096	0.2490±0.0099	0.2108±0.0044	0.4330±0.0043
CND	0.9832±0.0021	0.9807±0.0035	0.8849±0.0078	0.9185±0.0089	0.8819±0.0021	0.9786±0.0014
Katz	0.9803±0.0017	0.9838±0.0036	0.9045±0.0079	0.9356±0.0092	0.9370±0.0023	0.9808±0.0012
SRW	0.9533±0.0049	0.9276±0.0032	0.6384±0.0157	0.8964±0.0104	0.8242±0.0031	0.9679±0.0022
RWR	0.9471±0.0038	0.9283±0.0031	0.6637±0.0134	0.8957±0.0090	0.8184±0.0034	0.9592±0.0022
LP	0.9805±0.0017	0.9808±0.0035	0.8596±0.0124	0.9356±0.0093	0.9380±0.0021	0.9809±0.0013
WPMFI	0.9916±0.0016	0.9877±0.0031	0.9153±0.0051	0.9458±0.0073	0.9613±0.0017	0.9855±0.0014

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