Table 6.
McRUM results on satellite image training and test datasets
| Naïve | GBT | |||
|---|---|---|---|---|
| Train Acc | Test Acc | Train Acc | Test Acc | |
| AP | 89.85 | 88.05 | 89.76 | 87.70 |
| OVR | 89.56 | 87.65 | 89.58 | 87.50 |
| Dense | 10.60 | 11.85 | 80.56 | 77.95 |
| Sparse | 23.40 | 23.50 | 85.73 | 84.55 |
Train/Test Acc is the accuracy on the training/test dataset. Note that an explicit partitioning of the data into training and test sets was provided. Therefore, cross-validation experiment was not performed and, as a result, no information on standard deviation is available. (AP: all-pairs, OVR: one-versus-rest, Dense: random dense, Sparse: random sparse)