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. 2018 Sep 5;8:13297. doi: 10.1038/s41598-018-31543-x

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© The Author(s) 2018

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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.

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Volatile metabolic fingerprints discriminate between CP and non-CP K. pneumoniae. (A) ROC curves for the discrimination between CP and non-CP K. pneumoniae generated using class probabilities for validation set samples. Green: RF; Orange: linear SVM; Blue: PLS-DA. Values in parentheses indicate AUROC. (B) Bee swarm plot depicting class probabilities (i.e., CP versus non-CP) for K. pneumoniae isolates, divided by ST. Red: CP K. pneumoniae; blue: non-CP K. pneumoniae. Points towards the top of the plot indicate a higher probability of classifying as CP, while those towards the bottom of the plot indicate a higher probability of classifying as non-CP. Horizontal bars represent the median class probability for each ST. ^***: Previously unreported ST.