Table 7. Analysis of the differences between LIDC and the nine other methods for prediction of the top 100 proteins.
Data sets | Methods(M) | |M-LIDC| | Essential proteins in {M-LIDC} | Essential proteins in {LIDC-M} | Proportion of Essential proteins in {M-LIDC} | Proportion of Essential proteins in {LIDC-M} |
---|---|---|---|---|---|---|
YDIP_5093 | DC | 92 | 38 | 68 | 41% | 74% |
BC | 93 | 38 | 70 | 41% | 75% | |
NC | 75 | 36 | 57 | 48% | 76% | |
LID | 75 | 40 | 55 | 53% | 73% | |
PeC | 77 | 56 | 56 | 73% | 73% | |
CoEWC | 73 | 49 | 52 | 67% | 71% | |
WDC | 73 | 46 | 53 | 63% | 73% | |
ION | 79 | 58 | 56 | 73% | 71% | |
UC | 44 | 30 | 30 | 68% | 68% | |
YMIPS_4546 | DC | 83 | 12 | 55 | 14% | 66% |
BC | 83 | 12 | 54 | 14% | 65% | |
NC | 63 | 8 | 49 | 13% | 78% | |
LID | 61 | 10 | 51 | 16% | 84% | |
PeC | 82 | 33 | 55 | 40% | 67% | |
CoEWC | 74 | 30 | 50 | 41% | 68% | |
WDC | 70 | 10 | 51 | 14% | 73% | |
ION | 90 | 64 | 56 | 71% | 62% | |
UC | 55 | 8 | 43 | 15% | 78% |
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.