| Assigned class |
| True class |
0 |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
| 0 |
0.895 |
0.064 |
0.005 |
0.021 |
0.014 |
0 |
0 |
0 |
0.002 |
| 1 |
0 |
0.552 |
0.212 |
0.368 |
0.033 |
0 |
0 |
0 |
0 |
| 2 |
0.019 |
0.110 |
0.789 |
0.003 |
0.080 |
0 |
0 |
0 |
0 |
| 3 |
0 |
0.002 |
0.008 |
0.772 |
0.200 |
0.016 |
0.002 |
0 |
0 |
| 4 |
0 |
0 |
0 |
0.260 |
0.457 |
0.283 |
0 |
0 |
0 |
| 5 |
0 |
0 |
0 |
0.038 |
0 |
0.893 |
0.055 |
0.013 |
0.001 |
| 6 |
0 |
0 |
0 |
0.036 |
0 |
0.171 |
0.793 |
0 |
0 |
| 7 |
0 |
0 |
0 |
0 |
0.317 |
0.142 |
0 |
0.541 |
0 |
| 8 |
0.012 |
0.003 |
0 |
0 |
0 |
0 |
0 |
0.002 |
0.980* |
|
| * 0.003 from class 8 is assigned to mountain
shadow |
|
Confusion matrix for validation against the test set.
Average probability of correct classification is 0.741
compared with 0.871 for the training set.
|
|
| These
preliminary results are part of a collaboration between
Prof. Chris Oliver of InfoSAR and Ruandha Sugardiman, Martin
Vissers and Dirk Hoekman of Wageningen Agricultural
University, the Netherlands. A complete publication is in
preparation. |
