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. 2021 Jun 30;11:13585. doi: 10.1038/s41598-021-93032-y

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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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Permutation test of PLS-DA with VIP scores greater than 1. A permutation test with 200 random permutations and two components in the PLS-DA model showed R² = 0.79 (green triangles) and Q² = 0.65 (blue squares); values from the permuted test (bottom left) were significantly lower than the corresponding original values (top right).