bcv-package: Cross-Validation for the SVD (Bi-Cross-Validation)
In bcv: Cross-Validation for the SVD (Bi-Cross-Validation)
bcv-package R Documentation
Cross-Validation for the SVD (Bi-Cross-Validation)
Description
This package implements methods for choosing the rank of an SVD
approximation via cross validation. It provides both Gabriel-style "block"
holdouts and Wold-style "speckled" holdouts. Also included is an
implementation of the SVDImpute algorithm.
Details
Package: bcv
Type: Package
Version:
1.0
Date: 2009-08-15
License: BSD3
Basic usage is to call either cv.svd.gabriel or
cv.svd.wold.
Author(s)
Patrick O. Perry <patperry@gmail.com>
See Also
impute.svd, cv.svd.gabriel,
cv.svd.wold, plot.cvsvd,
print.cvsvd summary.cvsvd
bcv documentation built on May 31, 2023, 5:32 p.m.
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| bcv-package | R Documentation |
Cross-Validation for the SVD (Bi-Cross-Validation)
Description
This package implements methods for choosing the rank of an SVD approximation via cross validation. It provides both Gabriel-style "block" holdouts and Wold-style "speckled" holdouts. Also included is an implementation of the SVDImpute algorithm.
Details
| Package: | bcv |
| Type: | Package |
| Version: | 1.0 |
| Date: | 2009-08-15 |
| License: | BSD3 |
Basic usage is to call either cv.svd.gabriel or
cv.svd.wold.
Author(s)
Patrick O. Perry <patperry@gmail.com>
See Also
impute.svd, cv.svd.gabriel,
cv.svd.wold, plot.cvsvd,
print.cvsvd summary.cvsvd
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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