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. 2021 Jun 16;13(1):1935186. doi: 10.1080/19490976.2021.1935186

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© 2021 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.

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Figure 5. — The performance of RF-based classification models based on various types of features in differentiating CDI from other groups. (a) CDI vs. Asymptomatic Carriage. (b) CDI vs. Non-CDI Diarrhea. (c) CDI vs. Non-CDI. For each classification task, we used different types of features: (1) the top-1 immune marker feature (based on mean decrease accuracy); (2) the top-1 genus feature; (3) all immune markers; (4) all genera; (5) integration of all immune markers and genera; (6) selected features from the set of all immune markers and genera. Error bars represent the standard errors of the means (SEM)