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Reinflate all datablocks from a model Fac object.

reinflateFac.Rd

Basically a wrapper function for reinflateTensor() and reinflateMatrix().

Usage

reinflateFac(Fac, Z, returnAsTensor = FALSE)

Arguments

Fac

Fac object output from CMTF and ACMTF

Z

Z object as generated by setupCMTFdata().

returnAsTensor

Boolean to return data blocks as rTensor tensor objects (default FALSE)

Value

List of data blocks

Examples

set.seed(123)
A = array(rnorm(108*2), c(108, 2))
B = array(rnorm(100*2), c(100, 2))
C = array(rnorm(10*2), c(10, 2))
D = array(rnorm(100*2), c(100,2))
E = array(rnorm(10*2), c(10,2))

df1 = reinflateTensor(A, B, C)
df2 = reinflateTensor(A, D, E)
datasets = list(df1, df2)
modes = list(c(1,2,3), c(1,4,5))
Z = setupCMTFdata(datasets, modes, normalize=FALSE)

result = cmtf_opt(Z, 1, max_iter=2)
Xhats = reinflateFac(result$Fac, Z)