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Performance comparison with different training sample sizes. The evaluation is under leave-gene-combination-out setting in K562 cell line dataset. The proportion column indicates the proportion of total samples used as training samples.
| Proportion | ROC-AUC | AUPR | Precision@5 |
|---|---|---|---|
| 0.1 | 0.745 | 0.747 | 0.903 |
| 0.3 | 0.785 | 0.774 | 0.914 |
| 0.5 | 0.820 | 0.807 | 0.935 |
| 0.7 | 0.844 | 0.832 | 0.957 |
