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. 2019 Sep 20;7:e7731. doi: 10.7717/peerj.7731

Table 5. The per-segment SA detection and per-recording classification performance in the UCDDB database.

Classifier Per-segment Per-recording
Accuracy (%) Sensitivity (%) Specificity (%) Accuracy (%) Sensitivity (%) Specificity (%) Corr.
SVM 70.6 32.7 83.3 92.3 100.0 50.0 0.251
LR 69.6 34.7 81.3 84.6 90.9 50.0 0.107
KNN 66.1 38.1 75.4 84.6 100.0 0.0 0.373
MLP 67.2 38.5 76.8 92.3 100.0 50.0 0.263
LeNet-5 71.8 26.6 86.9 92.3 90.9 100.0 0.624