get_max_correlations: Computes the max correlation between each factor of the...

In scITD: Single-Cell Interpretable Tensor Decomposition

Computes the max correlation between each factor of the decomposition done using the whole dataset to each factor computed using the subsampled/bootstrapped dataset

Description

Computes the max correlation between each factor of the decomposition done using the whole dataset to each factor computed using the subsampled/bootstrapped dataset

Usage

get_max_correlations(res_full, res_sub, res_use)

Arguments

res_full	matrix Either the donor scores or loadings matrix from the original decomposition
res_sub	matrix Either the donor scores or loadings matrix from the new decomposition
res_use	character Can either be 'loadings' or 'dscores' and should correspond with the data matrix used

Value

a vector of the max correlations for each original factor

scITD documentation built on Sept. 8, 2023, 5:11 p.m.