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.

Package details

AuthorMichael Mayer [aut, cre, cph], Christian Lorentzen [ctb, rev]
MaintainerMichael Mayer <mayermichael79@gmail.com>
LicenseGPL (>= 2)
Version0.5.3
URL https://github.com/mayer79/MetricsWeighted
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MetricsWeighted")

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MetricsWeighted documentation built on June 7, 2021, 1:06 a.m.