Table 4.

Input features from presenting clinical data and the results of an initial physical examination.

Clinical categorical features	Distribution
Immuno-compromised	Yes (11.79%), No (88.21%)
Cardiac history	Yes (7.55%), No (92.45%)
Diabetes mellitus	Yes (31.13%), No (68.87%)
COPD	Yes (1.89%), No (98.11%)
Asthma	Yes (6.60%), No (93.40%)
Interstitial lung disease	Yes (0.47%), No (99.53%)
Obesity	Yes (33.96%), No (66.04%)
Auto-immune disease	Yes (5.66%), No (94.34%)
Hypertension	Yes (38.21%), No (61.79%)
Other morbidity	Yes (48.11%), No (51.89%)
Fever	Yes (53.77%), No (46.23%)
Chills	Yes (40.57%), No (59.43%)
Shortness of breath or dyspnea	Yes (60.85%), No (39.15%)
Chest pain	Yes (16.98%), No (83.02%)
Cough	Yes (74.06%), No (25.94%)
Loss of smell	Yes (3.77%), No (96.23%)
Loss of taste	Yes (11.79%), No (88.21%)
Body ache/myalgia	Yes (36.79%), No (63.21%)
Fatigue	Yes (25.94%), No (74.06%)
Throat pain	Yes (15.09%), No (84.91%)
Abdominal pain	Yes (10.85%), No (89.15%)
Diarrhea	Yes (17.92%), No (82.08%)
Influenza like illness symptoms	Yes (37.26%), No (62.74%)
Other symptom	Yes (60.85%), No (39.15%)
General appearance	Normal (61.17%), Abnormal (29.61%), Not done (9.22%)
Head	Normal (76.62%), Abnormal (2.99%), Not done (20.40%)
Eyes	Normal (78.00%), Abnormal (1.00%), Not done (21.00%)
Ears	Normal (73.47%), Abnormal (0%), Not done (26.53%)
Nose	Normal (73.87%), Abnormal (1.51%), Not done (24.62%)
Throat	Normal (75.62%), Abnormal (2.99%), Not done (21.39%)
Chest and lungs	Normal (42.31%), Abnormal (57.21%), Not done (0.48%)
Heart	Normal (68.27%), Abnormal (24.52%), Not done (7.21%)
Abdomen	Normal (77.45%), Abnormal (7.84%), Not done (14.71%)
Extremities	Normal (77.45%), Abnormal (6.86%), Not done (15.69%)
Nervous system	Normal (78.71%), Abnormal (11.39%), Not done (9.90%)
Skin	Normal (71.78%), Abnormal (3.47%), Not done (24.75%)