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. 2018 Dec 14;10:61. doi: 10.1186/s13321-018-0316-5

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© The Author(s) 2018

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. 1 — Random sampling versus targeted sampling. If there is a minimum learning requirement of 3 examples the random only is able to use 7 columns, while the targeted is able to learn on 18 columns