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. 2021 Feb 25;11:4565. doi: 10.1038/s41598-021-83922-6

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Feature ranking from statistical test. Visualization of the most impactful genera per phenotype. On the y-axis the ranked impactful genera as generated by SHAP (the most impactful genus at the top) are shown. On the y-axis the rankings in independent statistical tests (the most significant (smallest p-value) genus is on the left) are shown. Note that the total number of genera is 186. This image has been generated using Matlab R2017a at https://www.mathworks.com/products/matlab.html.