Package: GPCsign 0.1.1
GPCsign: Gaussian Process Classification as Described in Bachoc et al. (2020)
Parameter estimation and prediction of Gaussian Process Classifier models as described in Bachoc et al. (2020) <doi:10.1007/S10898-020-00920-0>. Important functions : gpcm(), predict.gpcm(), update.gpcm().
Authors:
GPCsign_0.1.1.tar.gz
GPCsign_0.1.1.zip(r-4.7)GPCsign_0.1.1.zip(r-4.6)GPCsign_0.1.1.zip(r-4.5)
GPCsign_0.1.1.tgz(r-4.6-any)GPCsign_0.1.1.tgz(r-4.5-any)
GPCsign_0.1.1.tar.gz(r-4.7-any)GPCsign_0.1.1.tar.gz(r-4.6-any)
GPCsign_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
GPCsign/json (API)
| # Install 'GPCsign' in R: |
| install.packages('GPCsign', repos = c('https://morgane-m.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:91f06c8c04. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 189 | ||
| source / vignettes | OK | 155 | ||
| linux-release-x86_64 | OK | 188 | ||
| macos-release-arm64 | OK | 147 | ||
| macos-oldrel-arm64 | OK | 129 | ||
| windows-devel | OK | 170 | ||
| windows-release | OK | 163 | ||
| windows-oldrel | OK | 182 | ||
| wasm-release | OK | 96 |
Exports:gpcmlogLikFuncpredictshow.gpcmupdate
Dependencies:alabamacodetoolsDiceKrigingdigestfuturefuture.applyglobalsgmmlatticelistenvMatrixmvtnormnleqslvnumDerivparallellyqrngRcppRcppArmadillosandwichspacefillrtmvtnormTruncatedNormalzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit and/or create a Gaussian Process Classification (GPC) model | gpcm |
| Gaussian Process Classification (GPC) models class | gpcm-class |
| Compute logLikelihood | logLikFunc |
| Predict class probability at newdata for a Gaussian Process Classification (GPC) model | predict predict,gpcm-method predict.gpcm |
| Print values of a Gaussian Process Classification (GPC) model | show show.gpcm |
| Update of a Gaussian Process Classification (GPC) model | update update,gpcm-method update.gpcm |
