Package: CompositionalRF 1.6
Michail Tsagris
CompositionalRF: Multivariate Random Forest with Compositional Responses
Multivariate random forests with compositional responses and Euclidean predictors is performed. The compositional data are first transformed using the additive log-ratio transformation, or the alpha-transformation of Tsagris, Preston and Wood (2011), <doi:10.48550/arXiv.1106.1451>, and then the multivariate random forest of Rahman R., Otridge J. and Pal R. (2017), <doi:10.1093/bioinformatics/btw765>, is applied.
Authors:
CompositionalRF_1.6.tar.gz
CompositionalRF_1.6.tar.gz(r-4.7-arm64)CompositionalRF_1.6.tar.gz(r-4.7-x86_64)CompositionalRF_1.6.tar.gz(r-4.6-arm64)CompositionalRF_1.6.tar.gz(r-4.6-x86_64)
CompositionalRF_1.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CompositionalRF/json (API)
| # Install 'CompositionalRF' in R: |
| install.packages('CompositionalRF', repos = c('https://cran.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:9483f18f34. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 201 | ||
| linux-devel-x86_64 | OK | 225 | ||
| source / vignettes | OK | 218 | ||
| linux-release-arm64 | OK | 180 | ||
| linux-release-x86_64 | OK | 184 | ||
| wasm-release | OK | 191 |
Exports:alfa.comp.rfcomp.rfcv.alfacomprfcv.comprfmrf
Dependencies:base64encBHbigassertrbigparallelrbigstatsrbitbslibcachemclasscliclustercodetoolsCompositionalcowplotcpp11digestdoParallelemplikevaluatefarverfastmapffflockfontawesomeforeachfsggplot2glmnetgluegtablehighrhtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixMatrixModelsmdamemoisemimeminpack.lmmixturemnormtnnetnumDerivosqpparallellypillarpkgconfigpsquadprogquantregR6rangenrappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppGSLRcppParallelRfastRfast2rglRhpcBLASctlrlangrmarkdownrmioRnanoflannRSpectraS7sassscalesshapesnSparseMsurvivaltibbletinytexutf8vctrsviridisLitewithrxfunyamlzigg
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multivariate Random Forests with Compositional Responses | CompositionalRF-package |
| Compositional Random Forests using the alpha-transformation | alfa.comp.rf |
| Compositional Random Forests | comp.rf |
| Cross-Validation of the Compositional Random Forests using the alpha-transformation | cv.alfacomprf |
| Cross-Validation of the Compositional Random Forests | cv.comprf |
| Multivariate Random Forests | mrf |