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. 2019 Jun 3;19:165. doi: 10.1186/s12888-019-2149-9

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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. 4 — a Receiver operating characteristic (ROC) curves of different types of features. Different colors were used to represent the ROC curves of all four types of features. b Comparison of the classification accuracy (1); area under the curve (2); sensitivity (3); specificity (4)