nnTensor (version 1.3.0)

plotTensor3D: Plot function for visualization of tensor data structure

Description

Combined with recTensor function and the result of NTF or NTD, the reconstructed tensor structure can be visullized.

Usage

plotTensor3D(X = NULL, method=c("sd", "mad"),
  sign=c("positive", "negative", "both"), thr=2)

Arguments

X

Tensor object, which is defined as S4 class of rTensor package.

method

Cutoff method to focus on large/small value in the tensor data (Default: "sd").

sign

Direction to cutoff the large/small value in the tensor data (Default: "positive").

thr

Threshold of cutoff method (Default: 2).

Author

Koki Tsuyuzaki

Examples

tensordata <- toyModel(model = "CP")

out <- NTF(tensordata, rank=3, algorithm="Beta-HALS", num.iter=2)

tmp <- tempdir()

png(filename=paste0(tmp, "/NTF.png"))
plotTensor3D(recTensor(out$S, out$A))
dev.off()