Table 1 The selected counts of the features under six machine learning methods under leave-one-out cross validation for CKDMBD-Any
Feature | Selected Count | Feature | Selected Count |
|---|---|---|---|
LDL | 6 | KTV | 1 |
MeanHemoglobin | 6 | HemoglobinHematocrit | 1 |
PreHemoCreatinine | 6 | Hemoglobin | 1 |
MonocyteCount | 5 | Sodium | 1 |
PreHemoUA | 4 | AP | 1 |
Glucose | 3 | Ferritin | 1 |
RBC | 3 | PDW | 1 |
Iron | 3 | LD | 1 |
TG | 2 | NeutrophilsRate | 1 |
Beta2Microglobulin | 1 | Globulin | 1 |
PostHemoUA | 1 | RDW | 1 |
HDL | 1 | PreHemoUrea | 1 |