All-Cause Death Prediction Method for CHD Based on Graph Convolutional Networks

Table 4

Coronary heart disease dataset prediction results.

Index	Model	Accuracy (%)	AUC (%)	Precision (%)	Recall (%)	F1-score (%)
1	AdaBoost	96.0	79.6	78.3	74.6	76.3
2	Bayes	94.3	84.5	67.2	65.3	66.2
3	DT	95.8	74.7	77.2	73.6	75.2
4	SGD	94.9	82.2	70.9	66.6	68.5
5	SVC	90.1	85.3	61.8	75.2	65.3
6	DNN	95.4	78.7	74.2	70.5	72.2
7	p-GCN	96.6	87.7	86.1	70.2	75.7
8	K-GCN	97.2	88.6	96.5	71.5	79.0
9	AM-GCN	97.3	90.4	93.4	74.4	80.9