reconstruct: Reconstruct the data

In multivarious: Extensible Data Structures for Multivariate Analysis

Reconstruct the data

Description

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.

Usage

reconstruct(x, ...)

Arguments

x	The model fit, typically an object of a class that implements a reconstruct method
...	Additional arguments passed to specific methods. Common parameters include: comp A vector of component indices to use in the reconstruction rowind The row indices to reconstruct (optional) colind The column indices to reconstruct (optional) scores (For composed_projector only) A numeric matrix of scores to reconstruct from

Value

A reconstructed data set based on the selected components, rows, and columns

See Also

bi_projector for an example of a two-way mapping model that can be reconstructed

Other reconstruct: reconstruct_new()

multivarious documentation built on Jan. 22, 2026, 1:06 a.m.