Model | Task | Kernel | Features | Average test set precision, (+) labels | Average test set precision, (-) labels |
---|---|---|---|---|---|
OC.1 | oral clearance | Gaussian | subset | 0.649 (0.060) | 0.569 (0.111) |
OC.2 | oral clearance | linear | subset | 0.606 (0.071)* | 0.547 (0.107)** |
OC.3 | oral clearance & bioavailability | Gaussian | subset | 0.636 (0.060) | 0.625 (0.091) |
OC.4 | oral clearance & bioavailability | Gaussian | all features | 0.626 (0.066) | 0.634 (0.108)*** |
OC.5 | oral clearance & bioavailability | linear | subset | 0.635 (0.061) | 0.637 (0.093) |