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Table 10 Results of dangerous side effects in NNPS and Decagon on AUROC and AUPRC

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

Polypharmacy side effects AUROC (NNPS) AUROC (Decagon) AUPRC (NNPS) AUPRC (Decagon) Evidence
Sarcoma 1.0 0.791 1.0 0.789 Serban et al. [54]
Carcinoma of the cervix 1.0 0.879 1.0 0.810 Arbyne et al. [55]
Malignant hypertension 1.0 0.906 1.0 0.858 Januszewicz et al. [56]
Epidural hematoma 1.0 0.936 1.0 0.906 Atci et al. [57]
Oophorectomy 1.0 0.917 1.0 0.911 Evans et al. [58]
  1. Bold numbers show the best performance