Table 3.
Criteria selected by three feature selection algorithms and expert judgment.
Data-Driven Approaches |
Knowledge-Driven Approach |
||||||
---|---|---|---|---|---|---|---|
Criteria Selected | Criteria Selected | Criteria Selected | Criteria Selected | ||||
ANOVA | Albumin | Albumin | Relief | Alanine aminotransferase | Expert Judgment | White blood cell count | |
Alanine aminotransferase | Aspartate aminotransferase | Total bilirubin | Neutrophil count | ||||
Aspartate aminotransferase | White blood cell count | Albumin | Lymphocyte count | ||||
White blood cell count | Creatinine | Aspartate aminotransferase | Haemoglobin | ||||
Total bilirubin | Interleukin 6 | White blood cell count | Blood platelet count | ||||
Creatinine | Neutrophil count | Creatinine | Albumin | ||||
Interleukin 6 | C-reactive protein | Interleukin 6 | C-reactive protein | ||||
Lactic dehydrogenase | D dimer | Lactic dehydrogenase | Interleukin 6 |