Table 2.
Network | Method | # complex | #. matched | coverage | Recall | Precision | F-measure | Sn | PPV | Acc | MMR |
---|---|---|---|---|---|---|---|---|---|---|---|
SceDIP | FLCD | 2134 | 152 | 3921 | 0.6786 | 0.2020 | 0.3113 | 0.5964 | 0.5003 | 0.5462 | 0.3685 |
CONE | 380 | 86 | 1503 | 0.3839 | 0.2579 | 0.3085 | 0.4082 | 0.6203 | 0.5032 | 0.1950 | |
LinkC | 1839 | 137 | 3735 | 0.6116 | 0.1289 | 0.2130 | 0.6290 | 0.4820 | 0.5506 | 0.3276 | |
SR-MCL | 3216 | 44 | 4678 | 0.2228 | 0.0221 | 0.0412 | 0.5120 | 0.2893 | 0.3489 | 0.0708 | |
SceBG | FLCD | 4027 | 183 | 5836 | 0.7821 | 0.2000 | 0.3181 | 0.7363 | 0.5621 | 0.6433 | 0.4920 |
CONE | 522 | 122 | 2735 | 0.5214 | 0.2433 | 0.3318 | 0.6488 | 0.6035 | 0.6257 | 0.2542 | |
LinkC | 5382 | 164 | 6076 | 0.7008 | 0.1217 | 0.2072 | 0.8880 | 0.4373 | 0.6231 | 0.4100 | |
SR-MCL | 1862 | 108 | 5889 | 0.4615 | 0.1245 | 0.1961 | 0.8999 | 0.3034 | 0.5225 | 0.2151 | |
SceIntAct | FLCD | 3394 | 172 | 4678 | 0.7446 | 0.1933 | 0.3069 | 0.6699 | 0.5391 | 0.6009 | 0.4661 |
CONE | 496 | 117 | 1994 | 0.5065 | 0.2419 | 0.3275 | 0.5742 | 0.5944 | 0.5842 | 0.2742 | |
LinkC | 1297 | 93 | 5290 | 0.4026 | 0.0941 | 0.1525 | 0.9223 | 0.2393 | 0.4698 | 0.2285 | |
SR-MCL | 1079 | 68 | 5342 | 0.2294 | 0.0437 | 0.1517 | 0.7784 | 0.2402 | 0.4341 | 0.1213 | |
SceMINT | FLCD | 2483 | 157 | 4210 | 0.6826 | 0.2280 | 0.3418 | 0.6524 | 0.5284 | 0.5871 | 0.4163 |
CONE | 513 | 110 | 2335 | 0.4783 | 0.2027 | 0.2848 | 0.5370 | 0.5954 | 0.5654 | 0.2442 | |
LinkC | 2201 | 144 | 4068 | 0.6261 | 0.1595 | 0.2542 | 0.6757 | 0.5540 | 0.6119 | 0.3743 | |
SR-MCL | 3698 | 33 | 4976 | 0.1435 | 0.0169 | 0.0302 | 0.5013 | 0.2597 | 0.3608 | 0.0609 |
CONE and LinkC are short for ClusterONE and LinkComm, respectively
Bold values denote the best scores corresponding to specific criteria