{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/fuzzyclass-a-family-of-fuzzy-and-non-fuzzy","title":"FuzzyClass: A family of Fuzzy and Non-Fuzzy probabilistic-based classifiers","arxiv_id":null,"date":"2023-08-26","proceeding":"Journal of Open Source Software 2023 8","authors":["Jodavid A. Ferreira","Ronei M. Moraes"],"abstract":"This paper presents a package written in the language R for classifiers based on Naive Bayes\r\nand Fuzzy Naive Bayes named FuzzyClass. This R package implements eight fuzzy classifiers,\r\nwith option for using the classical ones too. An example in which the Fuzzy Gaussian Naive\r\nBayes method is presented.","url_abs":"https://joss.theoj.org/papers/10.21105/joss.05613","url_pdf":"https://joss.theoj.org/papers/10.21105/joss.05613.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"fuzzyclass-a-family-of-fuzzy-and-non-fuzzy","repo_url":"https://github.com/leapigufpb/FuzzyClass","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}