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. 2021 Jan 20;93(4):2471–2479. doi: 10.1021/acs.analchem.0c04497

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)
a

Numbers correspond to individual (N) average and percentages in parentheses.