Table 8. Our best results of clustering metrics obtained with DAPG (with complexes of minimum size 3).
Network | Algorithm | Complexes | Reference | FMeasure | Acc | MMR |
---|---|---|---|---|---|---|
Collins | DAPGU(BFS) rFfN | 633 | ||||
CYC2008 | 0.7248 | 0.7234 | 0.7183 | |||
SGD | 0.6037 | 0.5409 | 0.5956 | |||
MIPS | 0.5449 | 0.5417 | 0.4956 | |||
Krogan Core | DAPGU(DFS) rIfN | 649 | ||||
CYC2008 | 0.6782 | 0.6242 | 0.5059 | |||
SGD | 0.6266 | 0.4519 | 0.4153 | |||
MIPS | 0.4612 | 0.3793 | 0.3085 | |||
Krogan Extended | DAPGU(DFS) rIfN | 830 | ||||
CYC2008 | 0.5411 | 0.6226 | 0.4724 | |||
SGD | 0.4836 | 0.4400 | 0.3662 | |||
MIPS | 0.3724 | 0.3679 | 0.2747 | |||
Gavin | DAPGU(BFS) rIfN | 715 | ||||
CYC2008 | 0.6164 | 0.7135 | 0.6079 | |||
SGD | 0.5188 | 0.5270 | 0.4956 | |||
MIPS | 0.4376 | 0.4827 | 0.4304 | |||
DIP-yeast | DAPGUWD(DFS) rIfN | 1,925 | ||||
CYC2008 | 0.3830 | 0.5486 | 0.4447 | |||
SGD | 0.3473 | 0.4008 | 0.3620 | |||
MIPS | 0.2992 | 0.3475 | 0.3607 | |||
Biogrid-yeast | DAPGU(Lex) rIfN | 4,991 | ||||
CYC2008 | 0.1740 | 0.5967 | 0.3845 | |||
SGD | 0.1671 | 0.4627 | 0.3737 | |||
MIPS | 0.1292 | 0.3925 | 0.2994 | |||
HPRD | DAPGU(BFS) rIfN | 2,777 | ||||
CORUM | 0.3685 | 0.2119 | 0.2066 | |||
PCDq | 0.3431 | 0.2992 | 0.1681 | |||
Biogrid-human | DAPGU(DFS) rFfN | 7,409 | ||||
CORUM | 0.2527 | 0.2917 | 0.2539 | |||
PCDq | 0.1599 | 0.3495 | 0.1272 |