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

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Fig. 10 — Influence of enriching representation with a single feature. Adding information whether atom is in a ring (top) or an aromatic ring (bottom) allows models to rely on atom types to a lesser extent