Table 2 Overall performance of each model
| Â | RF wt docking | LR wt docking | RF w/o docking | LR w/o docking | ||||
|---|---|---|---|---|---|---|---|---|
Training | Testing | Training | Testing | Training | Testing | Training | Testing | |
True Positive | 27.00 | 5.00* | 27.00 | 4.00 | 27.00 | 5.00* | 27.00 | 5.00* |
True Negative | 39.00 | 10.00 | 39.00 | 8.00 | 39.00 | 11.00* | 39.00 | 8.00 |
False Positive | 0.00 | 4.00 | 0.00 | 6.00 | 0.00 | 3.00* | 0.00 | 6.00 |
False Negative | 0.00 | 4.00* | 0.00 | 5.00 | 0.00 | 4.00* | 0.00 | 4.00* |
% Sensitivity (% True Positive Rate) | 100.00 | 55.56* | 100.00 | 44.44 | 100.00 | 55.56* | 100.00 | 55.56* |
% Specificity | 100.00 | 71.43 | 100.00 | 57.14 | 100.00 | 78.57* | 100.00 | 57.14 |
% False Positive Rate | 0.00 | 28.57 | 0.00 | 42.86 | 0.00 | 21.43* | 0.00 | 42.86 |
% Accuracy | 100.00 | 65.22 | 100.00 | 52.17 | 100.00 | 69.57* | 100.00 | 56.52 |
ROC_AUC | 1.00 | 0.63 | 1.00 | 0.51 | 1.00 | 0.67* | 1.00 | 0.56 |