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Table 6 Comparative AUROC (top) and AUPR (bottom) performance for Adamic/Adar (AA), Katz, preferential attachment (PA), HPLP, and VCP

From: Vertex collocation profiles: theory, computation, and results

(a) AUROC
	AA	Katz	PA	HPLP	VCP ^3,1,0	VCP ^3,1,1	VCP ^4,1,0	VCP ^4,1,1
calls	0.698	0.641	0.424	0.782	0.802	0.814	0.834	0.849
condmat	0.663	0.630	0.585	0.588	0.637	-	0.582	-
dblp-cite	0.794	0.791	0.773	0.841	0.830	0.847	0.843	0.868
dblp-collab	0.697	0.623	0.523	0.691	0.640	-	0.695	-
disease-g	0.930	0.907	0.820	0.970	0.923	-	0.964	-
disease-p	0.898	0.920	0.932	0.922	0.939	-	0.951	-
hepth-cite	0.826	0.794	0.766	0.838	0.836	0.846	0.845	0.851
hepth-collab	0.606	0.619	0.547	0.592	0.598	-	0.622	-
huddle	0.879	0.875	0.875	0.877	0.881	-	0.888	-
patents-collab	0.793	0.671	0.532	0.800	0.680	-	0.816	-
sms	0.642	0.581	0.472	0.714	0.735	0.730	0.791	0.802
(b) AUPR
	AA	Katz	PA	HPLP	VCP ^3,1,0	VCP ^3,1,1	VCP ^4,1,0	VCP ^4,1,1
calls	0.000505	0.011465	0.000092	0.018005	0.031655	0.033091	0.033533	0.035127
condmat	0.000195	0.000183	0.000177	0.007763	0.011917	-	0.008589	-
dblp-cite	0.000314	0.000246	0.000234	0.016030	0.009207	0.015265	0.011427	0.018137
dblp-collab	0.008777	0.006723	0.003251	0.007772	0.007152	-	0.009410	-
disease-g	0.221299	0.193863	0.061694	0.466716	0.155165	-	0.444153	-
disease-p	0.629516	0.676419	0.673601	0.390074	0.552765	-	0.633316	-
hepth-cite	0.003967	0.003784	0.003225	0.054846	0.046140	0.059245	0.056244	0.063387
hepth-collab	0.008563	0.009328	0.005060	0.006123	0.007197	-	0.007156	-
huddle	0.000790	0.000746	0.000745	0.039914	0.039394	-	0.046803	-
patents-collab	0.006962	0.005678	0.001684	0.006735	0.005564	-	0.007709	-
sms	0.009410	0.009164	0.002986	0.011594	0.025206	0.026063	0.027073	0.028201

Bold font indicates the maximum value in the row.

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