Table 1 Top model performance on AID 1721
From: Machine learning and drug discovery for neglected tropical diseases
Model | BA | TPR | FPR | Accuracy |
|---|---|---|---|---|
NB | 0.825 | 0.794 | 0.143 | 0.857 |
GBDT | 0.858 | 0.794 | 0.077 | 0.923 |
Adaboost | 0.830 | 0.835 | 0.174 | 0.830 |
NN1 | 0.875 | 0.844 | 0.094 | 0.906 |
NN2 | 0.868 | 0.844 | 0.109 | 0.891 |