Table 3. Dataset Subdivisions for Model Fitting (Training and Validation), Testing and Blind Testa.
model | COVID-19 diagnosis (M1) (n = 1082) |
risk assessment (M2) (n = 437) |
low-risk
discrimination (M3) (n = 595) |
||||||
---|---|---|---|---|---|---|---|---|---|
class | positive | negative | subtotal | severe | mild | subtotal - | mild | negative | subtotal |
training | 260 | 231 | 491 (45) | 94 | 104 | 198 (45) | 113 | 140 | 253 (13) |
validation | 105 | 95 | 200 (18) | 37 | 43 | 80 (18) | 34 | 42 | 76 (13) |
testing | 57 | 53 | 110 (10) | 19 | 23 | 42 (10) | 23 | 28 | 51 (9) |
blind test | 231 | 50 | 281 (26) | 41 | 76 | 117 (27) | 76 | 139 | 215 (36) |
Numbers correspond to individual (N) average and percentages in parentheses.