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evtclass

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

v1.0 · Nov 16, 2018 · GPL-3

Description

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) <arXiv:1808.09902>.

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2 NOTE
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
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Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Edoardo Vignotto <edoardo.vignotto@unige.ch>’

The Description field contains
  Vignotto, E., & Engelke, S. (2018) <arXiv:1808.09902>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Edoardo Vignotto <edoardo.vignotto@unige.ch>’

The Description field contains
  Vignotto, E., & Engelke, S. (2018) <arXiv:1808.09902>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Edoardo Vignotto <edoardo.vignotto@unige.ch>’

The Description field contains
  Vignotto, E., & Engelke, S. (2018) <arXiv:1808.09902>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Edoardo Vignotto <edoardo.vignotto@unige.ch>’

The Description field contains
  Vignotto, E., & Engelke, S. (2018) <arXiv:1808.09902>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies RANN evd fitdistrplus evtclass

Version History

new 1.0 Mar 10, 2026