Table 5. Performance of Predictive Models As
Measured by
in 10 10-Fold Cross-Validationsa.
Means data | All data | |
---|---|---|
LASSO | 0.321 | 0.322 |
RF | 0.305 | 0.307 |
VSURF | 0.304 | 0.303 |
The models were trained on data consisting only of mean drop energies of unique molecules (“Means data”) and on data including all repeat observations (“All data”).