{"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/deslib-a-dynamic-ensemble-selection-library","title":"DESlib: A Dynamic ensemble selection library in Python","arxiv_id":"1802.04967","date":"2018-02-14","proceeding":null,"authors":["Rafael M. O. Cruz","Luiz G. Hafemann","Robert Sabourin","George D. C. Cavalcanti"],"abstract":"DESlib is an open-source python library providing the implementation of\nseveral dynamic selection techniques. The library is divided into three\nmodules: (i) \\emph{dcs}, containing the implementation of dynamic classifier\nselection methods (DCS); (ii) \\emph{des}, containing the implementation of\ndynamic ensemble selection methods (DES); (iii) \\emph{static}, with the\nimplementation of static ensemble techniques. The library is fully documented\n(documentation available online on Read the Docs), has a high test coverage\n(codecov.io) and is part of the scikit-learn-contrib supported projects.\nDocumentation, code and examples can be found on its GitHub page:\nhttps://github.com/scikit-learn-contrib/DESlib.","url_abs":"http://arxiv.org/abs/1802.04967v3","url_pdf":"http://arxiv.org/pdf/1802.04967v3.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":"deslib-a-dynamic-ensemble-selection-library","repo_url":"https://github.com/Menelau/DESlib","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"deslib-a-dynamic-ensemble-selection-library","repo_url":"https://github.com/scikit-learn-contrib/DESlib","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1802.04967","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}