Table 2.
Model | Nr of LVa | n | R2X [cum]b | R2Y [cum]c | Q2 [cum]d | CV-ANOVAe (p-value) | Permutation test (Q2)f |
---|---|---|---|---|---|---|---|
OPLS-DAg | 1 + 2 + 0 | 182 | 0.428 | 0.712 | 0.619 | < 0.001 | −0.165 |
OPLS-EPh | 1 + 2 + 0 | 24 | 0.656 | 0.966 | 0.922 | < 0.001 | – |
aLatent Variables
b Cumulative fraction of the sum of squares of X explained by the selected latent variables
c Cumulative fraction of the sum of squares of Y explained by the selected latent variables
d Cumulative fraction of the sum of squares of Y predicted by the selected latent variables, estimated by cross validation
e ANalysis Of VAriance testing of Cross-Validated predictive residuals
f The intercept between real and random models, degree of overfit
g Orthogonal Projections to Latent Structures with Discriminant Analysis
h Orthogonal Projections to Latent Structures with Effect Projections
– Not applicable