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. 2023 Nov 16;25:220. doi: 10.1186/s13075-023-03207-3

Table 2.

Selected top 6 features in the second stage

Order Features Shap-Importance
1 Ferritin × platelet count 0.011470
2 Ferritin × lymphocyte count 0.008339
3 Ferritin × total protein 0.008214
4 Ferritin/urea 0.007739
5 Ferritin × ESR 0.007728
6 α1-acid glycoprotein/creatine kinase 0.007360
7 Lymphocyte count/MCV 0.005866
8 α1 acid glycoprotein/PDW 0.005416
9 Creatinine/urea 0.005194
10 α1-acid glycoprotein/age 0.005180

ESR erythrocyte sedimentation rate, MCV mean corpuscular volume, PDW platelet distribution width