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. 2018 Jul 13;8:10628. doi: 10.1038/s41598-018-28840-w

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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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The relative influences of the features contributing to the classification of NT1/NT2 selected by the SGB model built without cataplexy features. “Sleep.latency.NREM1.mean.sum” is the mean non-REM stage 1 sleep latency of MSLT. ESS is Epworth sleepiness scale. “Waking.up.upon.daytime.sleep” means wake up from daytime sleep. PLMI is periodic limb movement index. “EDS.refreshing.sleep.episodes” means excessive daytime sleepiness (EDS) is refreshed after sleep episodes.