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. 2022 Jul 8;12:11591. doi: 10.1038/s41598-022-15618-4

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© The Author(s) 2022

Open AccessThis 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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The (a) BD and (b) SHAP decomposition are plotted for the representative clusters (clusters 8 and 3, respectively), which are predicted to form in the BCC phase by the eSVM model. The size of each bar indicate the averaged contribution of the respective variable towards the overall prediction for a given instance. Red dots and yellow lines denote median values and error bars, respectively. The y-axis of SHAP plot are sorted in the same way as those of BD plot to facilitate the comparison of two plots.