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Table 3 The comparison of each model for CVD prediction results

From: Enhanced character-level deep convolutional neural networks for cardiovascular disease prediction

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(no labels) 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(no labels)   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(risks with labels)   82.58 81.35 83.01 82.17