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Table 4 The average of Area under ROC curve (AUROC), area under precision–recall curve (AUPRC) for 964 polypharmacy side effects prediction

From: A neural network-based method for polypharmacy side effects prediction

Method AUROC AUPRC
NNPS 0.966 0.953
Decagon 0.874 0.825
Concatenated drug features 0.793 0.764
DeepWalk 0.761 0.737
DEDICOM 0.705 0.637
RESCAL 0.693 0.613
  1. Bold numbers show the best performance for each criteria