Extract optimal number of components from cross-validation results for sO2PLS

Extracts the optimal number of components (joint and dataset-specific) estimated via cross-validation results for sO2PLS.

Usage

so2pls_get_optim_ncomp(cv_res)

Arguments

cv_res

A cvo2m object, output from the crossval_o2m function.

Value

A vector with three integer values:

• n: optimal number of joint components

• nx: optimal number of specific components for dataset X (first dataset)

• ny: optimal number of specific components for dataset Y (second dataset)