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. 2022 Oct 21;12:17678. doi: 10.1038/s41598-022-21574-w

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© The Author(s) 2022

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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StackBox general overview. The orange flow represents the training stage, and the blue flow represents the testing stage. The data manipulation process in the training stage includes Steps 1 to 3, detailed in Fig. 2. The data manipulation process in the testing phase comprises the Steps 1 to 4, described in Fig. 3.