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. 2020 Jul 9;20(Suppl 3):123. doi: 10.1186/s12911-020-1118-z

Table 3.

The comparison of each model for CVD prediction results

Model k Accuracy% Precision% Recall% F-score%
1 93.91 93.87 93.91 93.89
EnDCNN 7 95.22 95.14 95.22 95.16
14 94.35 94.31 94.35 94.32
3 93.91 93.83 93.91 93.86
EnDCNN(nolabels) 4 89.57 90.19 89.57 89.87
5 86.52 86.41 86.52 86.47
SVM(raw) 90.91 90.91 90.91 90.91
SVM(nolabels) 89.39 89.03 89.39 89.21
ConvNets(raw) 92.83 92.64 92.83 92.73
LSTM(raw) 92.24 93.46 92.73 93.09
LSTM(riskswithlabels) 82.58 81.35 83.01 82.17