Table 5.
Comparison of cross-predictions between the Ki and IC50 models and datasets
BDB Ki training set | BDB Ki test set | BDB IC50 training set | BDB IC50 test set | |
---|---|---|---|---|
number of compounds | 225 | 56 | 1319 | 322 |
Ki ALL model | 0.99 | 0.77 | 0.64 | 0.69 |
IC50 ALL model | 0.64 | 0.49 | 1.00 | 0.87 |
Note: Pearson correlations between experimental affinities and the random forest predictions are reported.