Reconstruct a data set from its (possibly) low-rank representation. This can be useful when analyzing the impact of dimensionality reduction or when visualizing approximations of the original data.
reconstruct(x, comp, rowind, colind, ...)A reconstructed data set based on the selected components, rows, and columns
The model fit, typically an object of a class that implements a reconstruct method
A vector of component indices to use in the reconstruction
The row indices to reconstruct (optional). If not provided, all rows are used.
The column indices to reconstruct (optional). If not provided, all columns are used.
Additional arguments passed to the underlying reconstruct method
bi_projector for an example of a two-way mapping model that can be reconstructed