MetricsWeighted

Weighted Metrics, Scoring Functions and Performance Measures for Machine Learning

Provides weighted versions of several metrics, scoring functions 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.

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Description file content

Type
Package
Package
MetricsWeighted
Title
Weighted Metrics, Scoring Functions and Performance Measures for Machine Learning
Version
0.3.0
Date
2019-11-08
Maintainer
Michael Mayer
Description
Provides weighted versions of several metrics, scoring functions 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.
License
GPL (>= 2)
Depends
R (>= 3.5.0)
VignetteBuilder
knitr
Encoding
UTF-8
LazyData
true
Imports
stats
Suggests
dplyr, knitr
RoxygenNote
6.1.1
NeedsCompilation
no
Packaged
2019-11-08 15:00:11 UTC; Michael
Author
Michael Mayer [aut, cre, cph], Christian Lorentzen [rev]
Repository
CRAN
Date/Publication
2019-11-08 18:10:02 UTC

install.packages('MetricsWeighted')

0.3.0

7 days ago

Michael Mayer

GPL (>= 2)

Depends on

R (>= 3.5.0)

Imports

stats

Suggests

dplyr, knitr

Discussions