bcv: Cross-Validation for the SVD (Bi-Cross-Validation)
Methods for choosing the rank of an SVD (singular value decomposition) approximation via cross validation. The package provides both Gabriel-style "block" holdouts and Wold-style "speckled" holdouts. It also includes an implementation of the SVDImpute algorithm. For more information about Bi-cross-validation, see Owen & Perry's 2009 AoAS article (at <doi:10.48550/arXiv.0908.2062>) and Perry's 2009 PhD thesis (at <doi:10.48550/arXiv.0909.3052>).
| Version: | 1.0.2 |
| Suggests: | spelling |
| Published: | 2023-05-19 |
| DOI: | 10.32614/CRAN.package.bcv |
| Author: | Michal Burdukiewicz
 [cre, ctb],
Patrick O. Perry [aut, cph],
Seyed Morteza Najibi [ctb] |
| Maintainer: | Michal Burdukiewicz <michalburdukiewicz at gmail.com> |
| BugReports: | https://github.com/michbur/bcv/issues |
| License: | BSD_3_clause + file LICENSE |
| URL: | https://github.com/michbur/bcv |
| NeedsCompilation: | yes |
| Language: | en-US |
| Citation: | bcv citation info |
| Materials: | README ChangeLog |
| CRAN checks: | bcv results |
Documentation:
| Reference manual: | bcv.pdf |
Downloads:
| Package source: | bcv_1.0.2.tar.gz |
| Windows binaries: | r-devel: bcv_1.0.2.zip, r-release: bcv_1.0.2.zip, r-oldrel: bcv_1.0.2.zip |
| macOS binaries: | r-release (arm64): bcv_1.0.2.tgz, r-oldrel (arm64): bcv_1.0.2.tgz, r-release (x86_64): bcv_1.0.2.tgz, r-oldrel (x86_64): bcv_1.0.2.tgz |
| Old sources: | bcv archive |
Linking:
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