Table 3 Cross-Validation performance assessment of the proposed GSOM-based PUL approach, Baseline and OCSVM for DDI prediction using INDI dataset
From: Positive-Unlabeled Learning for inferring drug interactions based on heterogeneous attributes
| Â | Baseline | OCSVM | GSOM-based PUL |
|---|---|---|---|
Precision | 0.610 | 0.583 | 0.917 |
Recall | 0.529 | 0.583 | 0.916 |
F1-score | 0.567 | 0.583 | 0.916 |