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. 2022 Sep 15;9:963912. doi: 10.3389/fmolb.2022.963912

TABLE 7.

Network component ablation experiments on Davis dataset.

Step ROC-AUC PR-AUC Recall
GNN-CPI23 0.840 ± 0.012 0.269 ± 0.020 0.696 ± 0.047
our (GNN-CPI) 0.890 ± 0.002 0.312 ± 0.003 0.816 ± 0.004
DeepDTA15 0.880 ± 0.007 0.302 ± 0.044 0.764 ± 0.045
our (DeepDTA) 0.908 ± 0.002 0.431 ± 0.002 0.845 ± 0.003
CAT-CPI 0.920 ± 0.001 0.481 ± 0.001 0.888 ± 0.001