Table 3 Feature importances for the classifier predicting MGD level 2 from relative protein quantifications using SHAP weighted by model uncertainty.
Rank | Protein (accession number), incl. BL | Protein (accession number), excl. BL |
|---|---|---|
1 | Tissue alpha-L-fucosidase (P04066) | Tissue alpha-L-fucosidase (P04066) |
2 | Mannose-1-phosphate guanyltransferase alpha (Q96IJ6) | Mannose-1-phosphate guanyltransferase alpha (Q96IJ6) |
3 | UDP-glucose 4-epimerase (Q14376) | UDP-glucose 4-epimerase (Q14376) |
4 | IGKV2-24 (A0A0C4DH68) | Protein S100-A8 (P05109) |
5 | Polymeric immunoglobulin receptor (P01833) | Polymeric immunoglobulin receptor (P01833) |
6 | Protein S100-A8 (P05109) | IGKV2-24 (A0A0C4DH68) |
7 | CYFIP-related Rac1 interactor B (Q9NUQ9) | SH2 domain-containing protein 4A (Q9H788) |
8 | 60S acidic ribosomal protein P0 (P05388) | Adenylate kinase isoenzyme 1 (P00568) |
9 | Adenylate kinase isoenzyme 1 (P00568) | 60S acidic ribosomal protein P0 (P05388) |
10 | SH2 domain-containing protein 4A (Q9H788) | Lactoylglutathione lyase (Q04760) |
11 | Lactoylglutathione lyase (Q04760) | CYFIP-related Rac1 interactor B (Q9NUQ9) |
12 | IGA2 (P0DOX2) | IGA2 (P0DOX2) |
13 | Dynactin subunit 2 (Q13561) | Lysozyme C (P61626) |
14 | Lysozyme C (P61626) | PRP4 (Q16378) |
15 | Alpha-centractin (P61163) | Serotransferrin (P02787) |
