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. 2021 Feb 3;16(2):e0242946. doi: 10.1371/journal.pone.0242946

Table 2. ML vs DL results comparison for ECG classification.

The metric ‘Accuracy’ refers to LOOCV accuracy.

Accuracy (%) Precision Recall F1-score
CNN 71.67 0.720 (±0.03) 0.716 (±0.09) 0.714 (±0.03)
SVM 68.33 0.692 (±0.07) 0.68 (±0.05) 0.681 (±0.02)