Table 2 DT2Vec+ performance metrics (variance shown in parentheses)
From: Drug repurposing and prediction of multiple interaction types via graph embedding
| Â | Mean accuracy | Mean f1_score | Mean precision |
|---|---|---|---|
increases^expression | 73.35% (0.01) | 73.34% (0.02) | 73.27% (0.01) |
decreases^expression | 74.68% (0.01) | 72.08% (0.02) | 80.23% (0.01) |
increases^reaction | 77.2% (0.03) | 71.84% (0.03) | 91.78% (0.02) |
decreases^reaction | 77.8% (0.02) | 76.68% (0.02) | 80.79% (0.02) |
increases^activity | 75.63% (0.01) | 70.26% (0.03) | 89.95% (0.01) |
decreases^activity | 83.88% (0.02) | 82.17% (0.03) | 91.46% (0.01) |
Total | 77.09% (0.02) | 74.39% (0.02) | 84.58% (0.01) |
Binary (active/inactive) | 95.81% (0.02) | 96% (0.02) | 92.54% (0.03) |