Citation
Correndo et al., (2022). metrica: an R package to evaluate prediction performance of regression and classification point-forecast models. Journal of Open Source Software, 7(79), 4655, https://doi.org/10.21105/joss.04655
Summary
The metrica R package is an open-source software designed to
facilitate the quantitative and visual assessment of prediction
performance of point-forecast simulation models for continuous
(regression) and categorical variables (classification). The package
ensembles a series of 80+ functions that account for multiple aspects of
the agreement between predicted and observed values. Without the need of
advanced skills on programming, metrica enables users to
automate the estimation of multiple prediction performance metrics
including goodness of fit, error metrics, error decomposition, model
efficiency, indices of agreement, and to produce stylish data
visualization outputs. This article introduces metrica, an R
package developed with the main objective of contributing to transparent
and reproducible evaluation of point-forecast models performance.
Full publication is open-access here https://doi.org/10.21105/joss.04655