Introduction | Methods | Software | Extensibility | Conclusion
Package: spareg 1.2.0
spareg: Sparse Projected Averaged Regression
A flexible framework combining variable screening and random projection techniques for fitting ensembles of predictive generalized linear models to high-dimensional data. Designed for extensibility, the package implements key techniques as S3 classes with user-friendly constructors, enabling easy integration and development of new procedures for high-dimensional applications.
Authors:
spareg_1.2.0.tar.gz
spareg_1.2.0.zip(r-4.7-any)spareg_1.2.0.zip(r-4.6-any)spareg_1.2.0.zip(r-4.5-any)
spareg_1.2.0.tgz(r-4.6-any)spareg_1.2.0.tgz(r-4.5-any)
spareg_1.2.0.tar.gz(r-4.7-any)spareg_1.2.0.tar.gz(r-4.6-any)
spareg_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
spareg/json (API)
| # Install 'spareg' in R: |
| install.packages('spareg', repos = c('https://lauravana.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/lauravana/spareg/issues
Last updated from:996d2c5973. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 242 | ||
| source / vignettes | OK | 251 | ||
| linux-release | OK | 232 | ||
| macos-release | OK | 183 | ||
| macos-oldrel | OK | 155 | ||
| windows-devel | OK | 194 | ||
| windows-release | OK | 186 | ||
| windows-oldrel | OK | 210 | ||
| wasm-release | OK | 133 |
Exports:constructor_randomprojectionconstructor_screencoefconstructor_sparmodelget_coefget_interceptget_measureget_modelrp_cwrp_gaussianrp_sparsescreen_corscreen_glmnetscreen_margliksimulate_spareg_datasparspar_glmspar_glmnetspar.cvsparegspareg.cv
Dependencies:bitopscaToolsclicodetoolscpp11farverforeachggplot2glmnetgluegplotsgtablegtoolsisobanditeratorsKernSmoothlabelinglatticelifecycleMatrixR6rbibutilsRColorBrewerRcppRcppEigenRdpackrlangROCRS7scalesshapesurvivalvctrsviridisLitewithr
