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Table 2. 
Assessment of the regression of covariates on the reduced space. Three different reduced spaces are at stake, one for each graph metric. Root mean square error (RMSE) and maximal error M are displayed. The MEAN strategy is not relevant for the degree D since the degrees D for all graphs are equal (the number of edges is set to be the same for all graphs).
CovariateEglob RMSEEglob MClust RMSEClust MD RMSED M
κ 0.51 2.44 0.68 2.59 0.26 2.14 
LDA 0.97 7.97 0.90 5.44 0.66 4.13 
FS 0.64 2.20 1.10 9.12 0.83 7.49 
MEAN 0.15 0.73 1.02 5.44     
CovariateEglob RMSEEglob MClust RMSEClust MD RMSED M
κ 0.51 2.44 0.68 2.59 0.26 2.14 
LDA 0.97 7.97 0.90 5.44 0.66 4.13 
FS 0.64 2.20 1.10 9.12 0.83 7.49 
MEAN 0.15 0.73 1.02 5.44     
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