Table 1.
Attributes characteristics of the length of stay prediction dataset of dengue patients (n = 1148)
| Attributes | Unit | Value | Missing data | Method: |
|---|---|---|---|---|
| alternative value | ||||
| Age | Year | 0-87 | 0 | – |
| Gender | – | male; female | 0 | – |
| Length of Stay (LOS) | Days | 1-94 | 0 | – |
| Admission Type | – | emergency; direct | 0 | – |
| Platelet Count | x109/L | 5.0 - 676.0 | 0 | – |
| Haematocrit | % | 18.9 - 58.9 | 10.2 | Median; 40.4 |
| Haemoglobin | g/dL | 4.8 - 19.4 | 15.5 | Median; 13.4 |
| TLC | x109/L | 0.9 - 45.4 | 16.9 | Median; 5.0 |
| Lymphocytes | % | 2.5 - 100.0 | 18.1 | Median; 35 |
| Monocytes | % | 0.0 - 43.7 | 18.1 | Median; 6.0 |
| Neutrophil | % | 7.0 - 95.8 | 18.1 | Median; 56 |
| Eosinophils | % | 0.0 - 36.9 | 18.8 | Median; 1.0 |
| MCH | Pg | 15 – 43 | 18.6 | Median; 29 |
| MCHC | gm/dL | 28.4 - 37.4 | 18.6 | Median; 33.2 |
| MCV | fL | 51.2 - 122.3 | 18.6 | Median; 86.1 |
| RBC Count | x1012/L | 1.8 - 1640.0 | 18.6 | Median; 4.8 |
| RDW | % | 10.6 - 45.5 | 18.6 | Median; 13.7 |
| SGPT (ALT) | IU/L | 8.0 - 6054.0 | 32.4 | Median; 66 |
| SGOT (AST) | IU/L | 13.0 - 18590.0 | 35.1 | Median; 106 |
| Potassium | mmol/L | 2.7 - 6.6 | 34 | Median; 4.1 |
| Sodium | mmol/L | 117.4 - 150.0 | 34.1 | Median; 135.1 |
| Creatinine | mg/dL | 0.1 - 7.6 | 36.4 | Median; 0.7 |
| Albumin | g/dL | 1.3 - 5.3 | 41.5 | Median; 3.6 |
| Bilirubin Total | mg/dL | 0.1 - 17.1 | 44.7 | Median; 0.6 |
| Bilirubin Direct | mg/dL | 0.0 - 7.0 | 44.8 | Median; 0.2 |
| Bilirubin Indirect | mg/dL | 0.0 - 16.6 | 44.8 | Median; 0.4 |
| Globulin | g/dL | 1.0 - 4.8 | 47 | Median; 2.9 |
| Total Protein | g/dL | 2.9 - 8.5 | 46.9 | Median; 6.5 |
| Basophils | % | 0.0 - 3.3 | 49.7 | Removed |
| PT | S | 8.8 - 100.0 | 78.9 | Removed |
| APTT | S | 22.4 - 126.0 | 83 | Removed |
| Left Effusion | – | 1, yes; 0, no | 40 | Regression imputation |
| Right Effusion | – | 1, yes; 0, no | 40 | Regression imputation |
| Bilateral Effusion | – | 1, yes; 0, no | 40 | Regression imputation |
| Abdominal Free Fluid | – | 1, yes; 0, no | 40 | Regression imputation |
| Enlarged Spleen | – | 1, yes; 0, no | 40 | Regression imputation |
| Enlarged Liver | – | 1, yes; 0, no | 0 | – |
| Dialysis | – | 1, yes; 0, no | 0 | – |
| Assisted Ventilation | – | 1, yes; 0, no | 0 | – |
| Blood Component Transfusion | – | 1, yes; 0, no | 0 | – |