CalibratR
Mapping ML Scores to Calibrated Predictions
v0.1.2
·
Aug 19, 2019
·
LGPL-3
Description
Transforms your uncalibrated Machine Learning scores to well-calibrated prediction estimates that can be interpreted as probability estimates. The implemented BBQ (Bayes Binning in Quantiles) model is taken from Naeini (2015, ISBN:0-262-51129-0). Please cite this paper: Schwarz J and Heider D, Bioinformatics 2019, 35(14):2458-2465.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
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r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Dominik Heider <heiderd@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Johanna",
family = "Schwarz",
role = "aut"),
person(given = "Dominik",
family = "Heider",
role = c("aut", "cre"),
email = "heiderd@mathematik.uni-marburg.de"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Dominik Heider <heiderd@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Johanna",
family = "Schwarz",
role = "aut"),
person(given = "Dominik",
family = "Heider",
role = c("aut", "cre"),
email = "heiderd@mathematik.uni-marburg.de"))
as necessary.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Dominik Heider <heiderd@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Johanna",
family = "Schwarz",
role = "aut"),
person(given = "Dominik",
family = "Heider",
role = c("aut", "cre"),
email = "heiderd@mathematik.uni-marburg.de"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Dominik Heider <heiderd@mathematik.uni-marburg.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Johanna",
family = "Schwarz",
role = "aut"),
person(given = "Dominik",
family = "Heider",
role = c("aut", "cre"),
email = "heiderd@mathematik.uni-marburg.de"))
as necessary.
Reverse Dependencies (1)
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Version History
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0.1.2
Mar 9, 2026