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Table 7 Comparison of AUROC, AUPR indexes in DREAM5 networks

From: ModularBoost: an efficient network inference algorithm based on module decomposition

Methods DREAM5 S. aureus DREAM5 E. coli DREAM5 Yeast
AUROC AUPR AUROC AUPR AUROC AUPR
Ridge 0.667 0.004 0.610 0.067 0.529 0.019
Linear regression 0.657 0.004 0.606 0.056 0.530 0.019
TIGRESS 0.627 0.021 0.595 0.069 0.517 0.020
GRNBoost2 0.644 0.007 0.642 0.101 0.531 0.020
ModularBoost 0.671 0.010 0.624 0.069 0.532 0.021