From: Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph mining
Algorithm | Data set | Precision | Recall | Accuracy | AUC | F1-score |
---|---|---|---|---|---|---|
CART | DILI | 0.68 | 0.67 | 0.74 | 0.73 | 0.67 |
SCAR | 0.64 | 0.68 | 0.81 | 0.77 | 0.65 | |
JRip | DILI | 0.82 | 0.71 | 0.72 | 0.74 | 0.75 |
SCAR | 0.88 | 0.70 | 0.71 | 0.74 | 0.77 |