| Predictors | Material production (MF) | Purification (PF) | Crystallization (CF) | Diffraction-quality crystallization (CR) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Average | ±std | p-value | Average | ±std | p-value | Average | ±std | p-value | Average | ±std | p-value | ||
AUC | fDETECT | 0.63 | ±0.05 |  | 0.65 | ±0.05 |  | 0.54 | ±0.05 |  | 0.62 | ±0.04 |  |
Crysalis | 0.62 | ±0.05 | 0.269 | 0.58 | ±0.05 | <0.001 | 0.55 | ±0.05 | 0.234 | 0.60 | ±0.04 | <0.001 | |
MCC | fDETECT | 0.11 | ±0.07 |  | 0.19 | ±0.07 |  | 0.12 | ±0.09 |  | 0.19 | ±0.07 |  |
Crysalis | 0.10 | ±0.08 | 0.011 | 0.10 | ±0.07 | <0.001 | 0.03 | ±0.08 | <0.001 | 0.16 | ±0.06 | <0.001 | |
Accuracy | fDETECT | 75.3 | ±2.0 |  | 74.2 | ±2.3 |  | 66.9 | ±3.4 |  | 59.7 | ±3.3 |  |
Crysalis | 74.8 | ±2.1 | 0.012 | 70.9 | ±2.3 | <0.001 | 63.6 | ±2.9 | <0.001 | 58.1 | ±3.2 | <0.001 |