PWN: enhanced random walk on a warped network for disease target prioritization

BMC Bioinformatics

Table 1 Detailed performance metrics obtained in experiments using STRING

STRING	AveP	Prec@100	Prec@200
RWR	0.084489 ± 0.002854	0.203000 ± 0.018597	0.160333 ± 0.010822
RWR w/GDC	0.065111 ± 0.001986	0.154667 ± 0.014559	0.123333 ± 0.006989
mND	0.090178 ± 0.003185	0.179000 ± 0.012959	0.160333 ± 0.012658
RWR w/curvature	0.085537 ± 0.003052	0.228000 ± 0.019369	0.158333 ± 0.011321
uKIN	0.092099 ± 0.003555	0.227333 ± 0.020160	0.179500 ± 0.013918
uKIN w/curvature	0.100554 ± 0.004708	0.264333 ± 0.024309	0.204500 ± 0.013980
PWN w/o curvature	0.116091 ± 0.007404	0.299000 ± 0.036041	0.225833 ± 0.020556
PWN	0.121372 ± 0.008669	0.329000 ± 0.036327	0.234500 ± 0.022604

The numbers denote averages and standard deviations. The best performances are in bold; the second-best performances are in italics

ISSN: 1471-2105