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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
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