For the latest version of JMP Help, visit JMP.com/help.


Multivariate Methods > Partial Least Squares Models > Partial Least Squares Report
Publication date: 05/05/2023

Partial Least Squares Report

The appearance of the Partial Least Squares report depends on if you use a validation method or not. If you specified a Validation column or if you selected Holdback in the Validation Method panel, all model fits in the report are based on the training data. Otherwise, all model fits are based on the entire data set.

If you used validation, three reports appear:

Model Comparison Summary

Cross Validation Report

NIPALS (or SIMPLS) Fit with <N> Factors

If you selected None as the CV method, two reports appear:

Model Comparison Summary

NIPALS (or SIMPLS) Fit with <N> Factors

To fit additional models, specify the desired numbers of factors in the Model Launch panel.

Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).