CRAN/E | calibrationband

calibrationband

Calibration Bands

Installation

About

Package to assess the calibration of probabilistic classifiers using confidence bands for monotonic functions. Besides testing the classical goodness-of-fit null hypothesis of perfect calibration, the confidence bands calculated within that package facilitate inverted goodness-of-fit tests whose rejection allows for a sought-after conclusion of a sufficiently well-calibrated model. The package creates flexible graphical tools to perform these tests. For construction details see also Dimitriadis, Dümbgen, Henzi, Puke, Ziegel (2022) .

Citation calibrationband citation info
github.com/marius-cp/calibrationband
marius-cp.github.io/calibrationband/

Key Metrics

Version 0.2.1
R ≥ 3.3
Published 2022-08-09 598 days ago
Needs compilation? yes
License GPL-3
CRAN checks calibrationband results

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Maintainer

Maintainer

Marius Puke

marius.puke@uni-hohenheim.de

Authors

Timo Dimitriadis

aut

Alexander Henzi

aut

Marius Puke

aut / cre

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

calibrationband archive

Depends

R ≥ 3.3

Imports

Rcpp
ggplot2
tibble
dplyr
tidyr
sp
methods
base
stats
magrittr
rlang
tidyselect

LinkingTo

Rcpp