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MetricsWeighted  

Weighted Metrics and Performance Measures for Machine Learning
View on CRAN: Click here


Download and install MetricsWeighted package within the R console
Install from CRAN:
install.packages("MetricsWeighted")

Install from Github:
library("remotes")
install_github("cran/MetricsWeighted")

Install by package version:
library("remotes")
install_version("MetricsWeighted", "1.0.3")



Attach the package and use:
library("MetricsWeighted")
Maintained by
Michael Mayer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-28
Latest Update: 2023-06-05
Description:
Provides weighted versions of several metrics and performance measures used in machine learning, including average unit deviances of the Bernoulli, Tweedie, Poisson, and Gamma distributions, see Jorgensen B. (1997, ISBN: 978-0412997112). The package also contains a weighted version of generalized R-squared, see e.g. Cohen, J. et al. (2002, ISBN: 978-0805822236). Furthermore, 'dplyr' chains are supported.
How to cite:
Michael Mayer (2019). MetricsWeighted: Weighted Metrics and Performance Measures for Machine Learning. R package version 1.0.3, https://cran.r-project.org/web/packages/MetricsWeighted. Accessed 29 Jan. 2025.
Previous versions and publish date:
0.1.0 (2019-07-28 09:50), 0.2.0 (2019-08-19 20:00), 0.3.0 (2019-11-08 19:10), 0.4.0 (2019-12-02 22:00), 0.5.0 (2020-01-09 00:02), 0.5.1 (2020-04-18 16:20), 0.5.2 (2021-04-16 20:20), 0.5.3 (2021-06-06 20:00), 0.5.4 (2022-01-23 18:12), 0.5.5 (2023-03-24 13:40), 1.0.0 (2023-04-16 19:50), 1.0.1 (2023-05-12 00:00), 1.0.2 (2023-06-05 17:50)
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Complete documentation for MetricsWeighted
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