Table 3.
The results of three testing runs.
| statistic | Run 1 | Run 2 | Run 3 | Detailed description |
|---|---|---|---|---|
| Tot size | 1998 | 948 | 1131 | Number of samples run. |
| New size | 1998 | 786 | 862 | Number of samples new to this run. |
| Max prod all | 5.49 | 5.83 | 8.39 | Maximum production output. |
| Max prod constructed | 2.90 | 5.83 | 8.39 | Maximum production output for a constructed strain. |
| Max prod control | 5.49 | 5.49 | Maximum production output for a control strain. | |
| Tot strains | 393 | 286 | 583 | Number of strains run. |
| New strains | 393 | 247 | 431 | Number of strains new to this run. |
| Tot constructed | 385 | 280 | 583 | Number of constructed strains in this run. |
| New constructed | 385 | 247 | 431 | Number of constructed strains new to this run. |
| Predictions computed | 1376256 | 57986 | Total number of predictions computed in virtual space to build run. | |
| High predictions computed | 72900 | 1933 | Total number of predictions in virtual space ≥ 1.20. | |
| Tot predictions | 2057 | 3643 | Number of samples with predicted values from the model used to create the run. | |
| New predictions | 412 | 726 | Number of samples with predicted values new to this run. | |
| Max prediction | 2.63 | 8.30 | Maximum prediction from the model used to create the run. | |
| AUC | 0.65 | 0.86 | Area-Under-Curve for classification by production level of samples new to the run. |