The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
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[@]dogado.de.
Recent technological advances have enable the simultaneous collection of multi-omics data i.e., different types or modalities of molecular data, presenting challenges for integrative prediction modeling due to the heterogeneous, high-dimensional nature and possible missing modalities of some individuals. We introduce this package for late integrative prediction modeling, enabling modality-specific variable selection and prediction modeling, followed by the aggregation of the modality-specific predictions to train a final meta-model. This package facilitates conducting late integration predictive modeling in a systematic, structured, and reproducible way.
| Version: | 0.0.1 |
| Depends: | R (≥ 3.6.0) |
| Imports: | R6, stats, digest |
| Suggests: | testthat (≥ 3.0.0), UpSetR (≥ 1.4.0), caret, ranger, glmnet, Boruta, knitr, rmarkdown, pROC, checkmate |
| Published: | 2024-12-17 |
| DOI: | 10.32614/CRAN.package.fuseMLR |
| Author: | Cesaire J. K. Fouodo [aut, cre] |
| Maintainer: | Cesaire J. K. Fouodo <cesaire.kuetefouodo at uni-luebeck.de> |
| BugReports: | https://github.com/imbs-hl/fuseMLR/issues |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | fuseMLR results |
| Reference manual: | fuseMLR.pdf |
| Vignettes: |
How does fuseMLR work? (source, R code) |
| Package source: | fuseMLR_0.0.1.tar.gz |
| Windows binaries: | r-devel: fuseMLR_0.0.1.zip, r-release: fuseMLR_0.0.1.zip, r-oldrel: fuseMLR_0.0.1.zip |
| macOS binaries: | r-release (arm64): fuseMLR_0.0.1.tgz, r-oldrel (arm64): fuseMLR_0.0.1.tgz, r-release (x86_64): fuseMLR_0.0.1.tgz, r-oldrel (x86_64): fuseMLR_0.0.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=fuseMLR 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.
Health stats visible at Monitor.