svd_auto_threshold: Element-count boundary of the automatic SVD/PCA path...
In BigDataStatMeth: Scalable Statistical Computing with HDF5-Backed Matrices
View source: R/HDF5Matrix_op_decompositions.R
svd_auto_threshold R Documentation
Element-count boundary of the automatic SVD/PCA path selection
Description
Number of matrix elements (nrow * ncol) at or above which
method = "auto" stops computing an exact decomposition and switches
to the hierarchical block approximation.
Usage
svd_auto_threshold()
Details
The value is read from the C++ constant SVD_EXACT_MAX_ELEMENTS so
that documentation and implementation cannot drift apart. It currently
corresponds to 53,687,091 elements, about 410 MB of double-precision data.
Value
Numeric scalar: the element-count boundary.
See Also
svd.HDF5Matrix, prcomp.HDF5Matrix
Examples
svd_auto_threshold()
BigDataStatMeth documentation built on Sept. 15, 2026, 1:08 a.m.
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View source: R/HDF5Matrix_op_decompositions.R
| svd_auto_threshold | R Documentation |
Element-count boundary of the automatic SVD/PCA path selection
Description
Number of matrix elements (nrow * ncol) at or above which
method = "auto" stops computing an exact decomposition and switches
to the hierarchical block approximation.
Usage
svd_auto_threshold()
Details
The value is read from the C++ constant SVD_EXACT_MAX_ELEMENTS so
that documentation and implementation cannot drift apart. It currently
corresponds to 53,687,091 elements, about 410 MB of double-precision data.
Value
Numeric scalar: the element-count boundary.
See Also
svd.HDF5Matrix, prcomp.HDF5Matrix
Examples
svd_auto_threshold()
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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