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Table 7 Results of two feature aggregation operators for 964 side effects

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

Operators thr TP FP TN FN AUROC AUPRC Precision Recall F-score ACC MCC
Summation 0.530 105,153 12,013 95,955 2608 0.966 0.953 0.901 0.976 0.936 0.934 0.872
Concatenation 0.503 102,005 17,591 90,290 5843 0.943 0.930 0.867 0.947 0.904 0.900 0.806
  1. Bold numbers show the best performance for each criteria