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Results obtained for CNN from random initialization on the DDI-DrugBank dataset
| Classes | TP | FP | FN | Total | P | R | F1 |
|---|---|---|---|---|---|---|---|
| Advice | 130 | 43 | 84 | 214 | 75.14% | 60.75% | 67.18% |
| Effect | 212 | 190 | 86 | 298 | 52.74% | 71.14% | 60.57% |
| Int | 27 | 2 | 67 | 94 | 93.1% | 28.72% | 43.9% |
| Mechanism | 169 | 79 | 109 | 278 | 68.15% | 60.79% | 64.26% |
| Overall | 538 | 314 | 346 | 884 | 63.15% | 60.86% | 61.98% |
