PPI Dataset | Methods | Precision | Recall | F-score | Sn | PPV | Accuracy |
---|---|---|---|---|---|---|---|
DIP | CDUN | 0.6 | 0.551 | 0.575 | 0.431 | 0.641 | 0.526 |
CSO | 0.497 | 0.623 | 0.553 | 0.538 | 0.631 | 0.582 | |
Cluster ONE | 0.337 | 0.441 | 0.382 | 0.378 | 0.696 | 0.513 | |
COAN | 0.41 | 0.597 | 0.486 | 0.445 | 0.529 | 0.483 | |
COACH | 0.307 | 0.602 | 0.406 | 0.544 | 0.456 | 0.498 | |
CMC | 0.485 | 0.428 | 0.455 | 0.306 | 0.643 | 0.443 | |
HUNTER | 0.852 | 0.119 | 0.208 | 0.164 | 0.644 | 0.325 | |
MCODE | 0.423 | 0.14 | 0.21 | 0.282 | 0.362 | 0.32 | |
TransClust | 0.13 | 0.674 | 0.218 | 0.622 | 0.725 | 0.672 | |
SpecClust | 0.122 | 0.331 | 0.179 | 0.548 | 0.529 | 0.538 | |
MIPS | CDUN | 0.438 | 0.331 | 0.377 | 0.244 | 0.612 | 0.387 |
CSO | 0.391 | 0.344 | 0.365 | 0.283 | 0.641 | 0.426 | |
Cluster ONE | 0.273 | 0.267 | 0.27 | 0.235 | 0.725 | 0.412 | |
COAN | 0.356 | 0.352 | 0.354 | 0.261 | 0.636 | 0.407 | |
COACH | 0.239 | 0.347 | 0.283 | 0.317 | 0.385 | 0.35 | |
CMC | 0.335 | 0.322 | 0.328 | 0.361 | 0.468 | 0.411 | |
HUNTER | 0.538 | 0.14 | 0.222 | 0.289 | 0.333 | 0.31 | |
MCODE | 0.365 | 0.153 | 0.215 | 0.189 | 0.572 | 0.329 | |
TransClust | 0.145 | 0.623 | 0.236 | 0.544 | 0.71 | 0.621 | |
SpecClust | 0.095 | 0.182 | 0.125 | 0.41 | 0.37 | 0.389 | |
STRING | CDUN | 0.446 | 0.674 | 0.537 | 0.715 | 0.518 | 0.609 |
Cluster ONE | 0.13 | 0.343 | 0.188 | 0.671 | 0.494 | 0.569 | |
COACH | 0.181 | 0.458 | 0.26 | 0.963 | 0.154 | 0.385 | |
HUNTER | 0.5 | 0.017 | 0.033 | 0.107 | 0.353 | 0.194 | |
MCODE | 0.079 | 0.131 | 0.099 | 0.681 | 0.257 | 0.418 | |
TransClust | 0.11 | 0.517 | 0.181 | 0.842 | 0.528 | 0.667 | |
SpecClust | 0.066 | 0.347 | 0.111 | 0.652 | 0.519 | 0.582 |