evtclass

Extreme Value Theory for Open Set Classification - GPD and GEV Classifiers

CRAN Package

Two classifiers for open set recognition and novelty detection based on extreme value theory. The first classifier is based on the generalized Pareto distribution (GPD) and the second classifier is based on the generalized extreme value (GEV) distribution. For details, see Vignotto, E., & Engelke, S. (2018) doi:10.48550/arXiv.1808.09902.

  • Version1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release11/16/2018

Team


Insights

Last 30 days

This package has been downloaded 127 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 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
6 downloadsMar 4, 2025
4 downloadsMar 5, 2025
4 downloadsMar 6, 2025
4 downloadsMar 7, 2025
4 downloadsMar 8, 2025
0 downloadsMar 9, 2025
2 downloadsMar 10, 2025
9 downloadsMar 11, 2025
2 downloadsMar 12, 2025
3 downloadsMar 13, 2025
2 downloadsMar 14, 2025
6 downloadsMar 15, 2025
1 downloadsMar 16, 2025
6 downloadsMar 17, 2025
2 downloadsMar 18, 2025
6 downloadsMar 19, 2025
13 downloadsMar 20, 2025
8 downloadsMar 21, 2025
4 downloadsMar 22, 2025
7 downloadsMar 23, 2025
7 downloadsMar 24, 2025
1 downloadsMar 25, 2025
3 downloadsMar 26, 2025
2 downloadsMar 27, 2025
2 downloadsMar 28, 2025
6 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
5 downloadsApr 1, 2025
4 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
13

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 1,755 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 25 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

  • Imports3 packages