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Table 2 OPLS models statistics

From: The 1H NMR serum metabolomics response to a two meal challenge: a cross-over dietary intervention study in healthy human volunteers

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

  1. aLatent Variables
  2. b Cumulative fraction of the sum of squares of X explained by the selected latent variables
  3. c Cumulative fraction of the sum of squares of Y explained by the selected latent variables
  4. d Cumulative fraction of the sum of squares of Y predicted by the selected latent variables, estimated by cross validation
  5. e ANalysis Of VAriance testing of Cross-Validated predictive residuals
  6. f The intercept between real and random models, degree of overfit
  7. g Orthogonal Projections to Latent Structures with Discriminant Analysis
  8. h Orthogonal Projections to Latent Structures with Effect Projections
  9. Not applicable