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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "metrica" in publications use:'
type: software
license: MIT
title: 'metrica: Prediction Performance Metrics'
version: 2.1.0
doi: 10.21105/joss.04655
identifiers:
- type: doi
  value: 10.32614/CRAN.package.metrica
abstract: A compilation of more than 80 functions designed to quantitatively and visually
  evaluate prediction performance of regression (continuous variables) and classification
  (categorical variables) of point-forecast models (e.g. APSIM, DSSAT, DNDC, supervised
  Machine Learning). For regression, it includes functions to generate plots (scatter,
  tiles, density, & Bland-Altman plot), and to estimate error metrics (e.g. MBE, MAE,
  RMSE), error decomposition (e.g. lack of accuracy-precision), model efficiency (e.g.
  NSE, E1, KGE), indices of agreement (e.g. d, RAC), goodness of fit (e.g. r, R2),
  adjusted correlation coefficients (e.g. CCC, dcorr), symmetric regression coefficients
  (intercept, slope), and mean absolute scaled error (MASE) for time series predictions.
  For classification (binomial and multinomial), it offers functions to generate and
  plot confusion matrices, and to estimate performance metrics such as accuracy, precision,
  recall, specificity, F-score, Cohen's Kappa, G-mean, and many more. For more details
  visit the vignettes <https://adriancorrendo.github.io/metrica/>.
authors:
- family-names: Correndo
  given-names: Adrian A.
  email: acorrend@uoguelph.ca
  orcid: https://orcid.org/0000-0002-4172-289X
- family-names: Moro Rosso
  given-names: Luiz H.
  email: lhmrosso@ksu.edu
  orcid: https://orcid.org/0000-0002-8642-911X
- family-names: Schwalbert
  given-names: Rai
  email: rai.schwalbert@hotmail.com
  orcid: https://orcid.org/0000-0001-8488-7507
- family-names: Hernandez
  given-names: Carlos
  email: carlosh92@ksu.edu
  orcid: https://orcid.org/0000-0001-5171-2516
- family-names: Bastos
  given-names: Leonardo M.
  email: leonardombastos@gmail.com
  orcid: https://orcid.org/0000-0001-8958-6527
- family-names: Nieto
  given-names: Luciana
  email: lnieto@ksu.edu
  orcid: https://orcid.org/0000-0002-7172-0799
- family-names: Holzworth
  given-names: Dean
  email: dean.holzworth@csiro.au
- family-names: Ciampitti
  given-names: Ignacio A.
  email: ciampitti@ksu.edu
  orcid: https://orcid.org/0000-0001-9619-5129
preferred-citation:
  type: article
  title: 'metrica: an R package to evaluate prediction performance of regression and
    classification point-forecast models'
  authors:
  - family-names: Correndo
    given-names: Adrian A.
    email: acorrend@uoguelph.ca
    orcid: https://orcid.org/0000-0002-4172-289X
  - family-names: Rosso
    given-names: Luiz H. Moro
  - family-names: Hernandez
    given-names: Carlos H.
  - family-names: Bastos
    given-names: Leonardo M.
    email: leonardombastos@gmail.com
    orcid: https://orcid.org/0000-0001-8958-6527
  - family-names: Nieto
    given-names: Luciana
    email: lnieto@ksu.edu
    orcid: https://orcid.org/0000-0002-7172-0799
  - family-names: Holzworth
    given-names: Dean
    email: dean.holzworth@csiro.au
  - family-names: Ciampitti
    given-names: Ignacio A.
    email: ciampitti@ksu.edu
    orcid: https://orcid.org/0000-0001-9619-5129
  journal: Journal of Open Source Software
  year: '2022'
  volume: '7'
  issue: '79'
  doi: 10.21105/joss.04655
  url: https://joss.theoj.org/papers/10.21105/joss.04655
  start: '4655'
repository: https://CRAN.R-project.org/package=metrica
repository-code: https://github.com/adriancorrendo/metrica
url: https://adriancorrendo.github.io/metrica/
date-released: '2024-06-30'
contact:
- family-names: Correndo
  given-names: Adrian A.
  email: acorrend@uoguelph.ca
  orcid: https://orcid.org/0000-0002-4172-289X