reconstruct.pca: Reconstruct Data from PCA Results
In bbuchsbaum/multivarious: Extensible Data Structures for Multivariate Analysis
reconstruct.pca R Documentation
Reconstruct Data from PCA Results
Description
Reconstructs the original (centered) data matrix from the PCA scores and loadings.
Usage
## S3 method for class 'pca'
reconstruct(x, comp = 1:ncomp(x), ...)
Arguments
x
A pca object.
comp
Integer vector specifying which components to use for reconstruction (default: all components in x).
...
Extra arguments (ignored).
Value
A matrix representing the reconstructed data in the original scale (preprocessing reversed).
bbuchsbaum/multivarious documentation built on July 16, 2025, 11:04 p.m.
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| reconstruct.pca | R Documentation |
Reconstruct Data from PCA Results
Description
Reconstructs the original (centered) data matrix from the PCA scores and loadings.
Usage
## S3 method for class 'pca'
reconstruct(x, comp = 1:ncomp(x), ...)
Arguments
x |
A |
comp |
Integer vector specifying which components to use for reconstruction (default: all components in |
... |
Extra arguments (ignored). |
Value
A matrix representing the reconstructed data in the original scale (preprocessing reversed).
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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