TABLE 3.
Comparison of manual and automatic artifact detection.
| Recording | N | Prevalence manual | Prevalence automatic | Accuracy/Agreement | Cohen’s kappa | Sensitivity (tpr) | Specificity (tnr) | Precision (ppv) | F1 score |
| 1 | 111456 | 0.046 | 0.088 | 0.950 | 0.600 | 0.904 | 0.952 | 0.476 | 0.624 |
| 2 | 122904 | 0.036 | 0.076 | 0.947 | 0.505 | 0.816 | 0.952 | 0.392 | 0.529 |
| 3 | 102060 | 0.077 | 0.129 | 0.916 | 0.551 | 0.791 | 0.927 | 0.476 | 0.594 |
N, number of channel-segment elements; TPR, true positive rate; TNR, true negative rate; PPV, positive predictive value.