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Performance of the final algorithm
| Parameter | Training dataset | Validation dataset |
|---|---|---|
| Mean (SD) performancea | Overall performance | |
| Accuracy | 99.61% (±0.13%) | 99.74% |
| MCC | 73.67% (±0.16%) | 62.40% |
| Sensitivity | 99.62% (±0.13%) | 47.56% |
| Specificity | 99.89% (±0.09%) | 99.96% |
| PPV | 99.65% (±0.08%) | 82.16% |
| NPV | 99.82% (±0.02%) | 99.78% |
Abbreviations: MCC, Matthew's Correlation Coefficient; NPV, negative predictive value; PPV, positive predictive value.
Mean (SD) performance of fivefold cross‐validation.
