Table 8. Statistical analyses of seven subgraphs of the top 100 proteins predicted by LIDC, DC, WDC, CoEWC, PeC, ION and UC.
Data sets | Methods | Number of Nodes | Number of Isolated Nodes | Number of Edges | NumberOf Essential Proteins | Characteristic Path Length | Average Number of Neighbors | Network Density | Number of Modules |
---|---|---|---|---|---|---|---|---|---|
YDIP_5093 | LIDC | 100 | 4 | 359 | 76 | 3.30 | 7.18 | 0.07 | 7 |
DC | 100 | 3 | 692 | 46 | 2.22 | 13.84 | 0.14 | 0 | |
WDC | 100 | 0 | 484 | 69 | 2.98 | 9.68 | 0.1 | 4 | |
CoEWC | 100 | 3 | 499 | 73 | 2.90 | 9.98 | 0.1 | 3 | |
PeC | 100 | 3 | 496 | 76 | 3.09 | 9.92 | 0.1 | 5 | |
ION | 100 | 14 | 306 | 78 | 3.19 | 6.12 | 0.06 | 2 | |
UC | 100 | 1 | 513 | 76 | 2.92 | 10.26 | 0.1 | 4 | |
YMIPS_4546 | LIDC | 100 | 4 | 257 | 66 | 3.76 | 5.14 | 0.05 | 5 |
DC | 100 | 1 | 671 | 23 | 2.36 | 13.42 | 0.14 | 3 | |
WDC | 100 | 0 | 768 | 25 | 2.33 | 15.36 | 0.16 | 4 | |
CoEWC | 100 | 8 | 266 | 46 | 3.06 | 5.37 | 0.06 | 2 | |
PeC | 100 | 12 | 262 | 44 | 2.64 | 5.24 | 0.05 | 3 | |
ION | 100 | 22 | 85 | 74 | 1.9 | 1.7 | 0.02 | 1 | |
UC | 100 | 1 | 832 | 31 | 2.41 | 16.64 | 0.17 | 0 |
The results shown at the top of the table are for the YDIP_5093 PIN, while the results at the bottom of the table are for the YMIPS_4546 PIN.