CRAN/E | MetricsWeighted

MetricsWeighted

Weighted Metrics and Performance Measures for Machine Learning

Installation

About

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.

github.com/mayer79/MetricsWeighted
Bug report File report

Key Metrics

Version 1.0.3
R ≥ 3.1.0
Published 2023-11-16 155 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks MetricsWeighted results

Downloads

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Last 30 days 865 +17%
Last 90 days 2.493 +14%
Last 365 days 9.082 +22%

Maintainer

Maintainer

Michael Mayer

mayermichael79@gmail.com

Authors

Michael Mayer

aut / cre

Christian Lorentzen

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

MetricsWeighted

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MetricsWeighted archive

Depends

R ≥ 3.1.0

Imports

graphics
stats

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0

Reverse Imports

flashlight
poolABC