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. 2023 May 23;23:99. doi: 10.1186/s12911-023-02196-2

Table 4.

Performance comparison of the DXLR model with removal of network feature separately

Method Metric [Mean ± SD]
Precision Recall Accuracy F1 score AUC
DXLR 0.723 ± 0.014 0.892 ± 0.012 0.857 ± 0.007 0.798 ± 0.010 0.934 ± 0.004
 −Node 0.699 ± 0.014 0.905 ± 0.010 0.846 ± 0.006 0.788 ± 0.009 0.927 ± 0.004
 −Edge 0.681 ± 0.013 0.907 ± 0.012 0.836 ± 0.006 0.778 ± 0.009 0.923 ± 0.004
 −Rank 0.492 ± 0.015 0.663 ± 0.019 0.676 ± 0.010 0.565 ± 0.012 0.737 ± 0.010