Multivariate Methods > Partial Least Squares Models > Partial Least Squares Report > Model Comparison Summary
Publication date: 07/08/2024

Model Comparison Summary

The Model Comparison Summary table in the Partial Least Squares report shows summary results for each fitted model.

Figure 6.9 Model Comparison Summary 

Model Comparison Summary

The report includes the following summary information:

Method

Shows the analysis method that you specified in the Model Launch control panel.

SVD

Shows the implementation of the SVD algorithm that you specified.

Number of rows

Shows the number of observations used in the training set.

Number of factors

Shows the number of extracted factors.

Percent Variation Explained for Cumulative X

Shows the percent of variation in X that is explained by the model.

Percent Variation Explained for Cumulative Y

Shows the percent of variation in Y that is explained by the model.

Number of VIP>0.8

Shows the number of model effects with variable importance for projection (VIP) values greater than 0.8. The VIP score is a measure of a variable’s importance relative to modeling both X and Y (Wold 1994; Eriksson et al. 2006).

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