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Performance statistics for failed NBNs generated with the specified error in each split.
| Model | %Error Failure | ROC AUC | Top 10% Mean IC50 (nM) | Mean IC50 (nM) | Bottom 10% Mean IC50 (nM) | Fold Difference in Mean Top 10% IC50 |
|---|---|---|---|---|---|---|
| ALK < 20 nM NBN | Control | 0.917 | 6.70 | 4200 | 17,000 | 2500 |
| Split 1 Error | 45 | 0.674 | 1400 | 4200 | 4900 | 3.5 |
| Split 2 Error | 45 | 0.632 | 900 | 3300 | 8100 | 9.0 |
| Split 3 Error | 50 | 0.539 | 2400 | 4100 | 1100 | 0.46 |
