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. 2020 Feb 20;10:3118. doi: 10.1038/s41598-020-60042-1

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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 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 variables importance of the proposed C5.0 classifier. Note that SMK, AGE, NOH, TEMP, PULSE, RES, SP, DP, PHD, BRCH, HTN, DM, CHD, CKD, MT, CD, HBV and CRHS denote smoking history, age, number of hospitalizations, temperature, pulse rate, respiratory rate, systolic pressure, diastolic pressure, pulmonary heart disease, bronchiectasis, yypertension, diabetes mellitus, coronary heart disease, chronic kidney disease, malignant tumor, cerebrovascular disease, viral hepatitis and Cirrhosis, respectively. While CRP, EO, ESR, HCRP,LC, LYM, MONO, NEUT and PCT are C-reactive protein, absolute value of eosinophils, erythrocyte sedimentation rate, high sensitivity c-reactive protein, leukocyte count, lymphocyte absolute value, nuclear cell absolute value, absolute neutrophils and detection of procalcitonin, respectively.