Table 5. Dependency on training ground-truth.
GTG↦GTG | GTG↦GTL | GTL↦GTL | GTL↦GTG | |||||
---|---|---|---|---|---|---|---|---|
Classifier | DM [0, 1] | ASSD (mm) | DM [0, 1] | ASSD (mm) | DM [0, 1] | ASSD (mm) | DM [0, 1] | ASSD (mm) |
Generalized Linear Model | 0.55 | 6.38 | 0.58 | 5.77 | 0.57 | 5.84 | 0.52 | 6.66 |
Random Decision Forest | 0.72 | 3.67 | 0.72 | 3.46 | 0.72 | 3.31 | 0.69 | 3.92 |
tuned Extra Trees | 0.73 | 3.49 | 0.72 | 3.28 | 0.73 | 3.21 | 0.70 | 3.81 |
Results for selected methods on different combination of training and testing ground truth sets in besteffort scenario.