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Accuracy of the three evaluation models and comparison of the influence of each factor in each regression model from greatest to least.
| Regression type | Training group recognition rate | Test group recognition rate | 1st | 2nd | 3rd | 4th |
|---|---|---|---|---|---|---|
| Lasso | 0.63 | 0.31 | Cre | LDH | CRP | Hb |
| Ridge | 0.64 | 0.3 | Cre | Ferritin | CRP | LDH |
| Logistic | 0.98 | 0.88 | Cre | LDH | Ferritin | CRP |
Cre, creatine; CRP, C-reactive protein; Hb, hemoglobin; LDH, lactate dehydrogenase.
