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. 2023 Sep 19;15:81. doi: 10.1186/s13321-023-00751-7

Table 6.

Prediction accuracy of inclusion in rings for different numbers of graph layers in the graph neural network

Number of graph layers Mean accuracy (%)
1 88.41
2 94.12
3 97.01
4 98.00
5 98.72

Only atom types are used as input representation