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Table 4 Overall comparisons of various methods

From: An efficient method for protein function annotation based on multilayer protein networks

Categories Methods MP Precision Recall F-measure CR
BP FP-MPN 1595 0.444 0.427 0.435 0.426
Zhang 810 0.225 0.220 0.222 0.216
DCS 1148 0.312 0.314 0.313 0.327
DSCP 1298 0.357 0.359 0.358 0.363
PON 572 0.150 0.140 0.145 0.161
MF FP-MPN 995 0.569 0.544 0.556 0.508
Zhang 608 0.332 0.332 0.332 0.316
DCS 839 0.461 0.462 0.461 0.441
DSCP 927 0.518 0.515 0.516 0.489
PON 413 0.223 0.216 0.22 0.228
CC FP-MPN 1265 0.463 0.439 0.451 0.415
Zhang 561 0.197 0.196 0.197 0.198
DCS 876 0.306 0.309 0.307 0.315
DSCP 1014 0.364 0.363 0.364 0.356
PON 440 0.148 0.138 0.143 0.158