Compared to the baseline methods (especially the SVM and ERGM methods), the performance improvement of our MLRG model mainly comes from 75% users with high density of friendship ties.
about 20% prediction errors (including social action and social tie prediction errors) of such users made by the SVM model can be corrected by our MLRG model.