Package: evtclass 1.0
evtclass: Extreme Value Theory for Open Set Classification - GPD and GEV Classifiers
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>.
Authors:
evtclass_1.0.tar.gz
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evtclass.pdf |evtclass.html✨
evtclass/json (API)
| # Install 'evtclass' in R: |
| install.packages('evtclass', repos = c('https://edovi.r-universe.dev', 'https://cloud.r-project.org')) |
- LETTER - Database of character image features.
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 years agofrom:dfcf857c47. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 15 2025 |
| R-4.5-win | OK | Mar 15 2025 |
| R-4.5-mac | OK | Mar 15 2025 |
| R-4.5-linux | OK | Mar 15 2025 |
| R-4.4-win | OK | Mar 15 2025 |
| R-4.4-mac | OK | Mar 15 2025 |
| R-4.4-linux | OK | Mar 15 2025 |
| R-4.3-win | OK | Mar 15 2025 |
| R-4.3-mac | OK | Mar 15 2025 |
Exports:gevcTestgevcTraingpdcTestgpdcTrain
Dependencies:evdfitdistrpluslatticeMASSMatrixRANNrlangsurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| GEV Classifier - testing | gevcTest |
| GEV Classifier - training | gevcTrain |
| GPD Classifier - testing | gpdcTest |
| GPD Classifier - training | gpdcTrain |
| Database of character image features. | LETTER |
