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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "mikropml" in publications use:'
type: software
license: MIT
title: 'mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines'
version: 1.6.1.9000
doi: 10.21105/joss.03073
identifiers:
- type: doi
  value: 10.32614/CRAN.package.mikropml
abstract: An interface to build machine learning models for classification and regression
  problems. 'mikropml' implements the ML pipeline described by Topçuoğlu et al. (2020)
  <https://doi.org/10.1128/mBio.00434-20> with reasonable default options for data
  preprocessing, hyperparameter tuning, cross-validation, testing, model evaluation,
  and interpretation steps. See the website <https://www.schlosslab.org/mikropml/>
  for more information, documentation, and examples.
authors:
- family-names: Topçuoğlu
  given-names: Begüm
  email: topcuoglu.begum@gmail.com
  orcid: https://orcid.org/0000-0003-3140-537X
- family-names: Lapp
  given-names: Zena
  email: zenalapp@umich.edu
  orcid: https://orcid.org/0000-0003-4674-2176
- family-names: Sovacool
  given-names: Kelly
  email: sovacool@umich.edu
  orcid: https://orcid.org/0000-0003-3283-829X
- family-names: Snitkin
  given-names: Evan
  orcid: https://orcid.org/0000-0001-8409-278X
- family-names: Wiens
  given-names: Jenna
  orcid: https://orcid.org/0000-0002-1057-7722
- family-names: Schloss
  given-names: Patrick
  email: pschloss@umich.edu
  orcid: https://orcid.org/0000-0002-6935-4275
preferred-citation:
  type: article
  title: 'mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines'
  authors:
  - family-names: Topçuoğlu
    given-names: Begüm D.
  - family-names: Lapp
    given-names: Zena
    email: zenalapp@umich.edu
    orcid: https://orcid.org/0000-0003-4674-2176
  - family-names: Sovacool
    given-names: Kelly L.
  - family-names: Snitkin
    given-names: Evan
    orcid: https://orcid.org/0000-0001-8409-278X
  - family-names: Wiens
    given-names: Jenna
    orcid: https://orcid.org/0000-0002-1057-7722
  - family-names: Schloss
    given-names: Patrick D.
  journal: Journal of Open Source Software
  year: '2021'
  volume: '6'
  issue: '61'
  doi: 10.21105/joss.03073
  url: https://joss.theoj.org/papers/10.21105/joss.03073
  start: '3073'
repository: https://kelly-sovacool.r-universe.dev
repository-code: https://github.com/SchlossLab/mikropml
commit: 77669ee3fb35f1fb9464bae55db07d84a0ee9733
url: https://www.schlosslab.org/mikropml/
date-released: '2023-08-21'
contact:
- family-names: Sovacool
  given-names: Kelly
  email: sovacool@umich.edu
  orcid: https://orcid.org/0000-0003-3283-829X