Table 3 The performance of models generated by ClinProTools for the differentiation of O4:K8 from O3:K6 as well as its three serovariants (O4:K68, O1:K25, and O1:KUT)
Target serotype | Control serotype | Classification algorithm | Peaks used in the model | Cross validation (%) | Recognition capability (%) |
|---|---|---|---|---|---|
Overall | Overall | ||||
O4:K8 (n = 36) | O3:K6(n = 63) O4:K68(n = 4) O1:K25(n = 2) O1:KUT(n = 5) | GA | 4798.1, 8357.42, 8090.06, 6395.04, 8173.94 | 99.1 | 99.82 |
QC | 3512.86,3557.98, 3740.45, 4383.85, 4397.89, 4486.14, 4734.61, 4785.89, 7051.75, 7405.26, 8090.06, 9466.35, 9569.91 | 94.0 | 93.8 | ||
SNN | 9466.35, 4486.14 | 92.7 | 93.11 |