TABLE I. Summary of the Features in Dataset 1.
| Features | STD | Q1 | Q2 | Q3 | Skewness | Kurtosis |
|---|---|---|---|---|---|---|
| Hemoglobin | 0.61 | −0.38 | −0.01 | 0.41 | −0.47 | 4.63 |
| Platelets | 0.54 | −0.13 | 0.20 | 0.55 | 0.87 | 20.76 |
| Leukocytes | 0.65 | −0.35 | −0.01 | 0.18 | 1.38 | 5.93 |
| Lymphocytes | 0.54 | −0.04 | 0.27 | 0.46 | −0.30 | 4.85 |
| Basophils | 0.49 | −0.14 | −0.05 | 0.26 | 2.43 | 52.18 |
| Eosinophils | 0.47 | −0.34 | −0.05 | 0.19 | 2.92 | 36.10 |
| Neutrophils | 0.40 | −0.24 | −0.06 | 0.11 | 0.26 | 11.52 |
| Monocytes | 0.41 | −0.16 | −0.10 | 0.12 | 1.88 | 20.07 |
| Patient age quantile | 5.78 | 4 | 9 | 14 | 0.03 | 1.79 |
| Urea | 0.45 | −0.35 | −0.18 | −0.02 | 4.46 | 82.37 |
| Proteina C reativa mg/dL | 0.49 | −0.40 | −0.25 | 0.04 | 3.64 | 35.11 |
| Creatinine | 0.69 | −0.41 | −0.05 | 0.24 | −0.77 | 5.79 |
| Potassium | 0.50 | −0.38 | 0.05 | 0.40 | 0.11 | 4.57 |
| Sodium | 0.41 | −0.22 | 0.09 | 0.25 | −0.33 | 15.09 |
| Alanine transaminase | 0.35 | −0.30 | −0.11 | 0.05 | 5.46 | 88.83 |
| Aspartate transaminase | 0.33 | −0.32 | −0.17 | −0.01 | 6.55 | 113.52 |
| International normalized ratio (INR) | 0.41 | −0.29 | −0.09 | 0.07 | 1.89 | 22.00 |
| Albumin | 0.17 | 0.10 | 0.21 | 0.35 | −0.57 | 12.99 |