Table 5. Confusion matrix and performance estimates of the multiclass prediction model.
IST Classification | Blood Bank Confirmed Diagnosis | Performance Summary | |||||
---|---|---|---|---|---|---|---|
T. cruzi pos | HBV pos | HCV pos | WNV pos | aSens | bSpec | AUC | |
T. cruzi | 77 | 3 | 1 | 2 | 93% | 96% | 0.98 |
HBV | 3 | 79 | 12 | 2 | 82% | 96% | 0.96 |
HCV | 0 | 3 | 55 | 2 | 92% | 94% | 0.95 |
WNV | 8 | 3 | 3 | 82 | 85% | 97% | 0.97 |
Totals | 88 | 88 | 71 | 88 | Overall accuracy = 87% |
aSens, sensitivity
bSpec, specificity