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. 2023 Jun 22;15(1):2226925. doi: 10.1080/19490976.2023.2226925

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© 2023 The Author(s). Published with license by Taylor & Francis Group, LLC.

This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.

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Figure 9. — The combination of gut virome and bacteriome improves diagnostic performance in discriminating between T2D-Ne, T2D-non-Ne, and healthy controls based on the XGBoost model. The important features for (a) virome (only 14), (b) bacteriome (top 20), and (c) combined virome and bacteriome (top 20). Gain refers to the relative contribution of the feature to the model. The color of the bars corresponds to differential abundance between groups. (d) the ROC curve analysis for each of the three models, including their AUC values.