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. 2022 Jun 10;23:224. doi: 10.1186/s12859-022-04763-2

Table 5.

The performance of different types of features on ChCh-Miner dataset

Method AUROC AUPRC F1
S 90.17 ± 0.04 90.27 ± 0.18 89.14 ± 0.08
M 92.87 ± 0.74 92.55 ± 0.40 90.93 ± 0.56
I 93.23 ± 0.01 92.74 ± 0.15 90.28 ± 0.31
S+I 96.01 ± 0.83 96.89 ± 0.76 94.99 ± 0.23
S+M 95.49 ± 0.72 95.33 ± 0.54 95.02 ± 0.16
M+I 96.25 ± 0.05 97.23 ± 0.02 94.87 ± 0.05
S+M+I 97.02 ± 0.25 98.45 ± 0.06 96.94 ± 0.39

The best results are highlighted in bold

S SMILES sequence, M molecular graph, I interaction