calibrationband

Calibration Bands

CRAN Package

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) doi:10.48550/arXiv.2203.04065.


Documentation


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Insights

Last 30 days

This package has been downloaded 245 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
17 downloadsMar 4, 2025
12 downloadsMar 5, 2025
4 downloadsMar 6, 2025
9 downloadsMar 7, 2025
6 downloadsMar 8, 2025
5 downloadsMar 9, 2025
5 downloadsMar 10, 2025
13 downloadsMar 11, 2025
8 downloadsMar 12, 2025
5 downloadsMar 13, 2025
3 downloadsMar 14, 2025
8 downloadsMar 15, 2025
3 downloadsMar 16, 2025
7 downloadsMar 17, 2025
9 downloadsMar 18, 2025
10 downloadsMar 19, 2025
17 downloadsMar 20, 2025
11 downloadsMar 21, 2025
6 downloadsMar 22, 2025
7 downloadsMar 23, 2025
11 downloadsMar 24, 2025
5 downloadsMar 25, 2025
10 downloadsMar 26, 2025
6 downloadsMar 27, 2025
8 downloadsMar 28, 2025
9 downloadsMar 29, 2025
3 downloadsMar 30, 2025
4 downloadsMar 31, 2025
18 downloadsApr 1, 2025
6 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,104 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 21, 2024 with 72 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports9 packages
  • Linking To1 package