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-4.5)GPCsign_0.1.1.zip(r-4.4)GPCsign_0.1.1.zip(r-4.3)
GPCsign_0.1.1.tgz(r-4.5-any)GPCsign_0.1.1.tgz(r-4.4-any)GPCsign_0.1.1.tgz(r-4.3-any)
GPCsign_0.1.1.tar.gz(r-4.5-noble)GPCsign_0.1.1.tar.gz(r-4.4-noble)
GPCsign_0.1.1.tgz(r-4.4-emscripten)GPCsign_0.1.1.tgz(r-4.3-emscripten)
GPCsign.pdf |GPCsign.html✨
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 1 months agofrom:91f06c8c04. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 29 2025 |
| R-4.5-win | OK | Mar 29 2025 |
| R-4.5-mac | OK | Mar 29 2025 |
| R-4.5-linux | OK | Mar 29 2025 |
| R-4.4-win | OK | Mar 29 2025 |
| R-4.4-mac | OK | Mar 29 2025 |
| R-4.4-linux | OK | Mar 29 2025 |
| R-4.3-win | OK | Mar 29 2025 |
| R-4.3-mac | OK | Mar 29 2025 |
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 |
