0MKclass-package: Statistical Classification.
In MKclass: Statistical Classification
MKclass-package R Documentation
Statistical Classification.
Description
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), <doi:10.1016/B978-1-55860-247-2.50035-8>) for all
implemented performance measures. Hosmer-Lemeshow goodness of fit tests
(Lemeshow and Hosmer (1982), <doi:10.1093/oxfordjournals.aje.a113284>;
Hosmer et al (1997), <doi:10.1002/(SICI)1097-0258(19970515)16:9%3C965::AID-SIM509%3E3.0.CO;2-O>).
Statistical and epidemiological risk measures such as relative risk, odds ratio,
number needed to treat (Porta (2014), <doi:10.1093%2Facref%2F9780199976720.001.0001>).
Details
library(MKclass)
Author(s)
Matthias Kohl https://www.stamats.de
Maintainer: Matthias Kohl matthias.kohl@stamats.de
MKclass documentation built on Sept. 18, 2023, 1:06 a.m.
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| MKclass-package | R Documentation |
Statistical Classification.
Description
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), <doi:10.1016/B978-1-55860-247-2.50035-8>) for all implemented performance measures. Hosmer-Lemeshow goodness of fit tests (Lemeshow and Hosmer (1982), <doi:10.1093/oxfordjournals.aje.a113284>; Hosmer et al (1997), <doi:10.1002/(SICI)1097-0258(19970515)16:9%3C965::AID-SIM509%3E3.0.CO;2-O>). Statistical and epidemiological risk measures such as relative risk, odds ratio, number needed to treat (Porta (2014), <doi:10.1093%2Facref%2F9780199976720.001.0001>).
Details
library(MKclass)
Author(s)
Matthias Kohl https://www.stamats.de
Maintainer: Matthias Kohl matthias.kohl@stamats.de
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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