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. 2020 Oct 6;10:16581. doi: 10.1038/s41598-020-73644-6

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© The Author(s) 2020

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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Distribution of Mahalanobis distances for HemoPI-1, HemoPI-2 and HemoPI-3 model datasets (a). Projections using Mahalanobis distances and consensus class probabilities from HemoPI-1 models—HemoPI-1 model dataset (b), APD dataset (c) and known hemolytic AMPs from APD dataset HAMP (d). Inliers (light colours) and novelties/outliers (dark colours) were classified based on empirical rule (99.7% normal distribution) applied to Mahalanobis distances.