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

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_{(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

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