reinflateFac {parafac4microbiome}R Documentation

Calculate Xhat from a model Fac object

Description

Calculate Xhat from a model Fac object

Usage

reinflateFac(Fac, X, returnAsTensor = FALSE)

Arguments

Fac

Fac object from parafac

X

Input data X

returnAsTensor

Boolean to return Xhat as rTensor tensor (TRUE) or matrix (default, FALSE).

Value

Xhat

Examples

processedFujita = processDataCube(Fujita2023, sparsityThreshold=0.99, centerMode=1, scaleMode=2)
model = parafac(processedFujita$data, nfac=1, nstart=1, verbose=FALSE)
Xhat = reinflateFac(model$Fac, processedFujita$data)

[Package parafac4microbiome version 1.0.3 Index]