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Table 6 Five-folds CV of the ML classifiers using individual CFCs and CAF on the evaluation data

From: A review of progress and an advanced method for shock advice algorithms in automated external defibrillators

CFC ML Ac (%) Se (%) Sp (%) BER (%)
CFC1 SVM 99.51±0.37 98.07±1.09 99.77±0.24 1.08±0.56
CFC2 SVM 99.56±0.31 98.22±0.86 99.84±0.19 0.96±0.43
CFC3 SVM 99.52±0.30 98.40±1.01 99.71±0.24 0.94±0.52
CFC4 SVM 99.39±0.42 98.15±0.87 99.69±0.32 1.08±0.47
CFC5 SVM 99.53±0.30 98.08±1.18 99.82±0.12 1.05±0.59
CFC6 KNN 99.42±0.38 98.40±0.88 99.68±0.27 0.96±0.46
CAF SVM 99.41±0.33 98.35±0.98 99.74±0.21 0.95±0.48