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. 2019 Mar 12;11:20. doi: 10.1186/s13321-019-0341-z

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© The Author(s) 2019

Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

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Fig. 5 — a Histograms of the frequency of the RNN models (orange) and the theoretical (binomial) frequency distribution of the ideal model (blue). b Histograms of the average NLL per molecule (from the 25 models) for molecules with frequency 0, 5, 10, 15, 20 and 25 computed from a sample of 5 million molecules from GDB-13