dataset · 2020

MKclass: Statistical Classification

Cited by 1Open access

Abstract

Performance measures and scores for statistical classification such as accuracy, sensitivity, specificity, recall, similarity coefficients, AUC, GINI index, Brier score and many more. Calculation of optimal cut-offs and decision stumps (Iba and Langley (1991), <<a href="https://doi.org/10.1016%2FB978-1-55860-247-2.50035-8" target="_top">doi:10.1016/B978-1-55860-247-2.50035-8</a>>) for all implemented performance measures. Hosmer-Lemeshow goodness of fit tests (Lemeshow and Hosmer (1982), <<a href="https://doi.org/10.1093%2Foxfordjournals.aje.a113284" target="_top">doi:10.1093/oxfordjournals.aje.a113284</a>>; Hosmer et al (1997), <<a href="https://doi.org/10.1002/(SICI)1097-0258(19970515)16:9%3C965::AID-SIM509%3E3.0.CO;2-O" target="_top">doi:10.1002/(SICI)1097-0258(19970515)16:9%3C965::AID-SIM509%3E3.0.CO;2-O</a>>). Statistical and epidemiological risk measures such as relative risk, odds ratio, number needed to treat (Porta (2014), <<a href="https://doi.org/10.1093%2Facref%2F9780199976720.001.0001" target="_top">doi:10.1093%2Facref%2F9780199976720.001.0001</a>>).

Cite this paper

APA 7

Kohl, M. (2020). MKclass: Statistical Classification. https://doi.org/10.32614/cran.package.mkclass

MLA 9

Kohl, Matthias. “MKclass: Statistical Classification.” 2020, https://doi.org/10.32614/cran.package.mkclass.

Chicago

Kohl, Matthias. 2020. “MKclass: Statistical Classification.” https://doi.org/10.32614/cran.package.mkclass.

Harvard

Kohl, M. (2020) ‘MKclass: Statistical Classification’. Available at: https://doi.org/10.32614/cran.package.mkclass.

BibTeX

@misc{kohl2020mkclass,
  title = {{MKclass: Statistical Classification}},
  author = {Kohl, Matthias},
  year = {2020},
  doi = {10.32614/cran.package.mkclass}
}

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