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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) <doi:10.48550/arXiv.1808.09902>.
| Version: |
1.0 |
| Depends: |
R (≥ 3.4.0) |
| Imports: |
RANN, evd, fitdistrplus |
| Published: |
2018-11-16 |
| Author: |
Edoardo Vignotto 
[aut, cre] |
| Maintainer: |
Edoardo Vignotto <edoardo.vignotto at unige.ch> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| CRAN checks: |
evtclass results |
Documentation:
Downloads:
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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