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. 2020 Jan 28;21:26. doi: 10.1186/s12859-020-3361-9

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© The Author(s) 2020

Open Access This 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. 7 — Discretized violin plots of the relevant feature count distribution (blue) and the total model size distribution (black) for the 100 analyzed training-test splits of the plasmode simulation. The green bar indicates the maximum number of relevant features that can be added within the budget of this setting. Bottom: Setting S. Discretized violin plots of the distribution of total model size for the analyzed budget limits c_max=1.5 (black) and c_max=3 (gray)