Table 6. Yield Prediction Accuracy Was Assessed by Site-Level Regressor Models.
| model | R2 | reaction outcome, MCC | molecule-level accuracy, % |
|---|---|---|---|
| T5Chem | 0.75 | 0.87 | 85 |
| RXNFP + random forest | 0.25 | 0.10 | 2 |
| DRFP + random forest | 0.67 | 0.51 | 39 |
| model | R2 | reaction outcome, MCC | molecule-level accuracy, % |
|---|---|---|---|
| T5Chem | 0.75 | 0.87 | 85 |
| RXNFP + random forest | 0.25 | 0.10 | 2 |
| DRFP + random forest | 0.67 | 0.51 | 39 |