kFoldMaskTensor: Mask tensors generator to perform k-fold cross validation

In rikenbit/nnTensor: Non-Negative Tensor Decomposition

Mask tensors generator to perform k-fold cross validation

Description

The output multiple mask tensors can be immediately specified as the argument M for NTF() or NTD().

Usage

kFoldMaskTensor(X, k=3, seeds=123)

Arguments

X	An rTensor object.
k	Number of split for k-fold cross validation (Default: 3).
seeds	Random seed to use for set.seed() (Default: 123).

Author(s)

Koki Tsuyuzaki

Examples

tensordata <- toyModel(model = "CP")

str(kFoldMaskTensor(tensordata, k=5))

rikenbit/nnTensor documentation built on July 4, 2023, 2:27 a.m.