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. 2017 Sep 22;12(9):e0183460. doi: 10.1371/journal.pone.0183460

Table 6. Results of best clustering metrics (with CYC2008 and CORUM references) obtained with DAPG (with complexes of minimum size 3) using different node ordering algorithms and applying sorting (ϕ function) in large PPIs.

Network Node ordering Sorting Complexes FMeasure Acc MMR
DIP-yeast First FREQUENCY 1,217 0.4000 0.5520 0.3615
ID 1,141 0.3942 0.5416 0.3815
Lexicographic FREQUENCY 1,199 0.3872 0.5355 0.3550
ID 1,085 0.4085 0.5565 0.3610
Random FREQUENCY 1,142 0.4070 0.5364 0.3491
ID 909 0.3438 0.4808 0.2535
Degree FREQUENCY 1,212 0.3961 0.5489 0.3682
ID 1,165 0.3835 0.5393 0.3560
BFS FREQUENCY 1,253 0.4197 0.5674 0.3751
ID 1,242 0.3622 0.5551 0.3718
DFS FREQUENCY 1,210 0.4110 0.5450 0.3671
ID 1,925 0.3830 0.5486 0.4447
Biogrid-yeast First FREQUENCY 5,025 0.1551 0.5691 0.3534
ID 4,945 0.1444 0.5693 0.3371
Lexicographic FREQUENCY 4,999 0.1561 0.5727 0.3687
ID 4,991 0.1740 0.5967 0.3845
Random FREQUENCY 5,017 0.1548 0.5718 0.3599
ID 5,167 0.1108 0.5368 0.2614
Degree FREQUENCY 5,049 0.1533 0.5667 0.3439
ID 5,004 0.1465 0.5677 0.3432
BFS FREQUENCY 4,977 0.1584 0.5741 0.3650
ID 5,254 0.1047 0.5355 0.2711
DFS FREQUENCY 5,009 0.1570 0.5720 0.3627
ID 4,950 0.1446 0.5800 0.3468
HPRD First FREQUENCY 2,437 0.3395 0.2140 0.1713
ID 2,442 0.3200 0.2272 0.1743
Lexicographic FREQUENCY 2,430 0.3528 0.2103 0.1783
ID 2,085 0.3542 0.2099 0.1643
Random FREQUENCY 2,430 0.3465 0.2121 0.1688
ID 1,977 0.3464 0.1879 0.1326
Degree FREQUENCY 2,449 0.3401 0.2135 0.1706
ID 2,412 0.3354 0.2127 0.1675
BFS FREQUENCY 2,441 0.3584 0.2139 0.1865
ID 2,777 0.3685 0.2119 0.2066
DFS FREQUENCY 2,443 0.3484 0.2105 0.1668
ID 2,313 0.3392 0.2340 0.1862
Biogrid-human First FREQUENCY 7,360 0.2380 0.2924 0.2387
ID 7,200 0.2349 0.2825 0.2372
Lexicographic FREQUENCY 7,394 0.2474 0.2920 0.2405
ID 7,313 0.2507 0.2738 0.2385
Random FREQUENCY 7,316 0.2492 0.2907 0.2332
ID 7,663 0.2587 0.2732 0.2227
Degree FREQUENCY 7,375 0.2412 0.2920 0.2418
ID 7,352 0.2352 0.2918 0.2374
BFS FREQUENCY 7,152 0.2453 0.2902 0.2354
ID 8,144 0.2204 0.2854 0.2232
DFS FREQUENCY 7,409 0.2527 0.2917 0.2539
ID 6,498 0.2309 0.2877 0.2228