Table 5 The average of the best results for NNPS and Decagon methods for 964 side effects
From: A neural network-based method for polypharmacy side effects prediction
Method | TP | FP | TN | FN | Precision | Recall | F-score | ACC | MCC |
|---|---|---|---|---|---|---|---|---|---|
NNPS | 105,153 | 12,013 | 95,955 | 2608 | 0.901 | 0.976 | 0.936 | 0.934 | 0.872 |
Decagon | 208,963 | 54,855 | 163,988 | 9880 | 0.771 | 0.950 | 0.850 | 0.831 | 0.685 |