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. 2019 Apr 8;18:25. doi: 10.1186/s12937-019-0446-2

Table 2.

OPLS models statistics

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