Reliability Diagrams Using Isotonic Regression

Checking the reliability of predictions via the CORP approach, which generates provably statistically 'C'onsistent, 'O'ptimally binned, and 'R'eproducible reliability diagrams using the 'P'ool-adjacent-violators algorithm. See Dimitriadis, Gneiting, Jordan (2020) .


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install.packages("reliabilitydiag")

0.1.3 by Alexander I. Jordan, 7 days ago


https://github.com/aijordan/reliabilitydiag/


Browse source code at https://github.com/cran/reliabilitydiag


Authors: Timo Dimitriadis [aut] , Alexander I. Jordan [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports magrittr, tidyr, ggplot2, ggExtra, dplyr, purrr, rlang, tibble, vctrs, bde


See at CRAN