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Table 1 Optimal parameters and averaged time-dependent AUCs of each network using 5-fold cross validation on training data

From: Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression

Profile Network σ λ α Mean (time AUC)
CNA Mutual Information 0.30 10−3 0.1 0.5875
  Correlation - 10−3 0.9 0.5817
  Functional Linkage - 10−3 0.3 0.5786
  L2 − Cox - 10−3 1.0 0.5810
mRNA Mutual Information 0.10 10−4 0.1 0.6317
  Correlation - 10−4 0.9 0.6280
  Functional Linkage - 10−4 0.3 0.6242
  L2 − Cox - 10−4 1.0 0.6288
METH Mutual Information 0.30 10−4 0.5 0.5912
  Correlation - 10−4 0.7 0.5894
  Functional Linkage - 10−4 0.3 0.5860
  L2 − Cox - 10−4 1.0 0.5899