PRROC

Precision-Recall and ROC Curves for Weighted and Unweighted Data

CRAN Package

Computes the areas under the precision-recall (PR) and ROC curve for weighted (e.g., soft-labeled) and unweighted data. In contrast to other implementations, the interpolation between points of the PR curve is done by a non-linear piecewise function. In addition to the areas under the curves, the curves themselves can also be computed and plotted by a specific S3-method. References: Davis and Goadrich (2006) doi:10.1145/1143844.1143874; Keilwagen et al. (2014) doi:10.1371/journal.pone.0092209; Grau et al. (2015) doi:10.1093/bioinformatics/btv153.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 15,480 times in the last 30 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 552 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
472 downloadsMar 4, 2025
489 downloadsMar 5, 2025
473 downloadsMar 6, 2025
387 downloadsMar 7, 2025
264 downloadsMar 8, 2025
255 downloadsMar 9, 2025
407 downloadsMar 10, 2025
421 downloadsMar 11, 2025
500 downloadsMar 12, 2025
405 downloadsMar 13, 2025
436 downloadsMar 14, 2025
313 downloadsMar 15, 2025
334 downloadsMar 16, 2025
502 downloadsMar 17, 2025
760 downloadsMar 18, 2025
924 downloadsMar 19, 2025
842 downloadsMar 20, 2025
696 downloadsMar 21, 2025
443 downloadsMar 22, 2025
404 downloadsMar 23, 2025
730 downloadsMar 24, 2025
723 downloadsMar 25, 2025
551 downloadsMar 26, 2025
635 downloadsMar 27, 2025
550 downloadsMar 28, 2025
414 downloadsMar 29, 2025
367 downloadsMar 30, 2025
545 downloadsMar 31, 2025
686 downloadsApr 1, 2025
552 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
255
924

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 181,296 times in the last 365 days. This is the kind of download count that makes grant committees nod approvingly. A job well done, even the stoic reviewers might be impressed! The day with the most downloads was Apr 09, 2024 with 6,382 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

  • Suggests3 packages
  • Reverse Imports9 packages
  • Reverse Suggests2 packages