tag:joss.theoj.org,2005:/papers/by/Zena%20LappJournal of Open Source Software2021-05-14T05:51:32ZJournal of Open Source Softwarehttps://joss.theoj.orgtag:joss.theoj.org,2005:Paper/22142021-05-14T05:51:32Z2021-05-15T00:00:22Zmikropml: User-Friendly R Package for Supervised Machine Learning Pipelinesacceptedv0.0.12020-12-03 14:22:24 UTC612021-05-14 05:51:32 UTC620213073BegümD.TopçuoğluDepartment of Microbiology & Immunology, University of Michigan, Exploratory Science Center, Merck & Co., Inc., Cambridge, Massachusetts, USA.0000-0003-3140-537XZenaLappDepartment of Computational Medicine & Bioinformatics, University of Michigan0000-0003-4674-2176KellyL.SovacoolDepartment of Computational Medicine & Bioinformatics, University of Michigan0000-0003-3283-829XEvanSnitkinDepartment of Microbiology & Immunology, University of Michigan, Department of Internal Medicine/Division of Infectious Diseases, University of Michigan0000-0001-8409-278XJennaWiensDepartment of Electrical Engineering & Computer Science, University of Michigan0000-0002-1057-7722PatrickD.SchlossDepartment of Microbiology & Immunology, University of Michigan0000-0002-6935-427510.21105/joss.03073https://doi.org/10.5281/zenodo.4759346Rhttps://joss.theoj.org/papers/10.21105/joss.03073.pdfmachine learning, regression, classification, decision trees, random forest, xgboost, support vector machines, microbiology