From: Using Pareto points for model identification in predictive toxicology
Method Name | R2 | RSE | Q2 | MAE | RMSE |
---|---|---|---|---|---|
NPN | 0.58 | 0.66 | 0.15 | 0.69 | 0.94 |
PN | 0.58 | 0.66 | 0.58 | 0.50 | 0.66 |
DMS | 0.68 | 0.56 | 0.62 | 0.43 | 0.62 |
3-CPMI | 0.67 | 0.58 | 0.60 | 0.43 | 0.63 |
5-CPMI | 0.66 | 0.59 | 0.59 | 0.44 | 0.65 |
10-CPMI | 0.65 | 0.60 | 0.57 | 0.44 | 0.66 |
3-APMI | 0.69 | 0.56 | 0.65 | 0.41 | 0.60 |
5-APMI | 0.68 | 0.57 | 0.62 | 0.42 | 0.62 |
Oracle | 0.75 | 0.50 | 0.71 | 0.35 | 0.54 |