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. 2024 Aug 9;18:1415512. doi: 10.3389/fninf.2024.1415512

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.