Table 1 Description of features in malaria dataset
From: Explainable AI for enhanced accuracy in malaria diagnosis using ensemble machine learning models
Feature | Description |
|---|---|
age | Age of the patient |
sex | Sex of the patient (1: Male, 0: Female) |
fever | Presence of fever (1: Yes, 0: No) |
cold | Presence of cold symptoms (1: Yes, 0: No) |
rigor | Presence of rigor (shivering) (1: Yes, 0: No) |
fatigue | Presence of fatigue or tiredness (1: Yes, 0: No) |
headace | Presence of headache (1: Yes, 0: No) |
bitter_tongue | Presence of bitter taste in the mouth (1: Yes, 0: No) |
vomitting | Presence of vomiting (1: Yes, 0: No) |
diarrhea | Presence of diarrhea (1: Yes, 0: No) |
Convulsion | Presence of convulsions (seizures) (1: Yes, 0: No) |
Anemia | Reduced red blood cell count or hemoglobin (1: Yes, 0: No) |
jundice | Yellowing of skin and eyes (1: Yes, 0: No) |
cocacola_urine | Dark-colored urine (1: Yes, 0: No) |
hypoglycemia | Low blood sugar levels (1: Yes, 0: No) |
prostraction | Extreme weakness or fatigue (1: Yes, 0: No) |
hyperpyrexia | Extremely high fever (1: Yes, 0: No) |