forestError

A Unified Framework for Random Forest Prediction Error Estimation

CRAN Package

Estimates the conditional error distributions of random forest predictions and common parameters of those distributions, including conditional misclassification rates, conditional mean squared prediction errors, conditional biases, and conditional quantiles, by out-of-bag weighting of out-of-bag prediction errors as proposed by Lu and Hardin (2021). This package is compatible with several existing packages that implement random forests in R.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 392 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 11 times.

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0 downloadsMar 2, 2025
11 downloadsMar 3, 2025
18 downloadsMar 4, 2025
18 downloadsMar 5, 2025
8 downloadsMar 6, 2025
10 downloadsMar 7, 2025
9 downloadsMar 8, 2025
7 downloadsMar 9, 2025
15 downloadsMar 10, 2025
17 downloadsMar 11, 2025
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36 downloadsMar 15, 2025
7 downloadsMar 16, 2025
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12 downloadsMar 18, 2025
15 downloadsMar 19, 2025
14 downloadsMar 20, 2025
18 downloadsMar 21, 2025
13 downloadsMar 22, 2025
8 downloadsMar 23, 2025
10 downloadsMar 24, 2025
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10 downloadsMar 26, 2025
11 downloadsMar 27, 2025
20 downloadsMar 28, 2025
10 downloadsMar 29, 2025
5 downloadsMar 30, 2025
1 downloadsMar 31, 2025
11 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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36

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 5,664 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Apr 28, 2024 with 230 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


Binaries


Dependencies

  • Imports2 packages
  • Suggests1 package