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. 2019 Feb 28;19:45. doi: 10.1186/s12935-019-0744-y

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© The Author(s) 2019

Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

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Fig. 1 — Partial least squares discrimination analysis with DIABLO. a Sample scatterplot from plotDiablo displaying the first component in each data set (upper diagonal plot) and Pearson correlation between each component (lower diagonal plot). b Arrow plot representing each sample pointing towards its outcome category. c The PLS-DA sample plots. d–f The ROC curve for miRNA (d), mRNA (e), and lncRNA (f) respectively