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. 2019 Jun 17;20:339. doi: 10.1186/s12859-019-2929-8

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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. 4 — SPC Conditional Importance Values. Relative conditional variable importance values for the 10 SPCs, labeled X1–10. In cases where a very low importance is reported for an SPC, its effect on classifier performance is negligible