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 |