convert_domain {multivarious} | R Documentation |
Transfer data from one input domain to another via common latent space
Description
Convert between data representations in a multiblock decomposition/alignment by projecting the input data onto a common latent space and then reconstructing it in the target domain.
Usage
convert_domain(x, new_data, i, j, comp, rowind, colind, ...)
Arguments
x |
The model fit, typically an object of a class that implements a |
new_data |
The data to transfer, with the same number of rows as the source data block |
i |
The index of the source data block |
j |
The index of the destination data block |
comp |
A vector of component indices to use in the reconstruction |
rowind |
Optional set of row indices to transfer (default: all rows) |
colind |
Optional set of column indices to transfer (default: all columns) |
... |
Additional arguments passed to the underlying |
Value
A matrix or data frame representing the transferred data in the target domain
See Also
project_block
for projecting a single block of data onto the subspace