Journal Pre-proof Comparative Analysis of Image Classification Algorithms Based on Traditional Machine Learning and Deep Learning Pin Wang , En Fan , Peng Wang PII: S0167-8655(20)30298-1 DOI: https://doi.org/10.1016/j.patrec.2020.07.042 Reference: PATREC 7991 To appear in: Pattern Recognition Letters Received date: 4 May 2020 Revised date: 12 July 2020 Accepted date: 31 July 2020 Please cite this article as: Pin Wang , En Fan , Peng Wang , Comparative Analysis of Image Clas- sification Algorithms Based on Traditional Machine Learning and Deep Learning, Pattern Recognition Letters (2020), doi: https://doi.org/10.1016/j.patrec.2020.07.042 This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2020 Published by Elsevier B.V.