Method for nmr_data_analysis (PLSDA model with AUROC and VIP outputs)

Usage

plsda_auroc_vip_method(ncomp, auc_increment_threshold = 0.05)

Arguments

ncomp: Max. number of latent variables to explore in the PLSDA analysis
auc_increment_threshold: Choose the number of latent variables when the AUC does not increment more than this threshold.

Value

Returns an object to be used with nmr_data_analysis to perform a (optionally multilevel) PLS-DA model, using the area under the ROC curve as figure of merit to determine the optimum number of latent variables.

Examples

method <- plsda_auroc_vip_method(3)