The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Predictive multivariate modelling for metabolomics. Types: Classification and regression. Methods: Partial Least Squares, Random Forest ans Elastic Net Data structures: Paired and unpaired Validation: repeated double cross-validation (Westerhuis et al. (2008)<doi:10.1007/s11306-007-0099-6>, Filzmoser et al. (2009)<doi:10.1002/cem.1225>) Variable selection: Performed internally, through tuning in the inner cross-validation loop.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, graphics, randomForest, ranger, pROC, doParallel, foreach, caret, glmnet, splines, dplyr, psych, magrittr, mgcv, grDevices, parallel |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2024-09-16 |
| DOI: | 10.32614/CRAN.package.MUVR2 |
| Author: | Carl Brunius [aut], Yingxiao Yan [aut, cre] |
| Maintainer: | Yingxiao Yan <yingxiao at chalmers.se> |
| BugReports: | https://github.com/MetaboComp/MUVR2/issues |
| License: | GPL-3 |
| URL: | https://github.com/MetaboComp/MUVR2 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | MUVR2 results |
| Reference manual: | MUVR2.pdf |
| Package source: | MUVR2_0.1.0.tar.gz |
| Windows binaries: | r-devel: MUVR2_0.1.0.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): MUVR2_0.1.0.tgz, r-oldrel (arm64): MUVR2_0.1.0.tgz, r-release (x86_64): not available, r-oldrel (x86_64): not available |
Please use the canonical form https://CRAN.R-project.org/package=MUVR2 to link to this page.
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.