Table 3.
Ranking of characteristic proteins on CLP datasets by different methods, “/” indicates that the corresponding feature is within the number of cycles, and the feature has not been selected by the algorithm once
| ID | ILR | ILRT | ILRM | RF | DT | ILRC (20%) | ILRC (25%) | ILRC (30%) | ILRC (35%) | |
|---|---|---|---|---|---|---|---|---|---|---|
| Count | P31946 | 22 | 56 | 46 | 102 | 158 | 7 | 10 | 20 | 12 |
| P35968 | 87 | / | / | 83 | 85 | 14 | 29 | 18 | 19 | |
| P62258 | 55 | 48 | / | 14 | 52 | 13 | 16 | 12 | 76 | |
| Weight | P31946 | 61 | 69 | 61 | 96 | 158 | 21 | 18 | 20 | 15 |
| P35968 | 68 | / | / | 139 | 88 | 27 | 27 | 15 | 20 | |
| P62258 | 39 | 13 | / | 97 | 57 | 9 | 15 | 1 | 31 |
Bold indicates that the protein ranked best at the corresponding threshold