From: A document classifier for medicinal chemistry publications trained on the ChEMBL corpus
Method/validation set | AUC | MCC | Sensitivity | Specificity |
---|---|---|---|---|
NB EV | 0.98 | 0.88 | 0.90 | 0.97 |
NB n-grams EV | 1.00 | 0.91 | 0.95 | 0.96 |
NB ChEMBL_17 | 0.96 | 0.90 | 0.92 | 0.98 |
NB BindingDB | 0.97 | 0.79 | 0.80 | 0.97 |
RF EV | 0.99 | 0.92 | 0.95 | 0.97 |
RF CV Out-of-Bag | 0.99 | 0.92 | 0.94 | 0.97 |