Table 10 Class-wise Score of KSC dataset using D-Path-AE.
Number | Name | SVM | KNN | DT |
|---|---|---|---|---|
1 | scrub | 42.01 | 88.40 | 88.15 |
2 | willow swamp | 0.03 | 78.41 | 75.21 |
3 | cabbage palm hammock | 0.02 | 71.03 | 83.21 |
4 | cabbage palm/oak hammock | 0.12 | 36.33 | 41.21 |
5 | slash pine | 0.21 | 60.11 | 60.76 |
6 | oak/broadleaf hammock | 0.03 | 41.43 | 38.62 |
7 | hardwood swamp | 0.42 | 67.91 | 62.33 |
8 | graminoid marsh | 0.21 | 68.00 | 69.41 |
9 | spartina marsh | 11.21 | 82.10 | 84.21 |
10 | cattail marsh | 9.82 | 78.44 | 78.90 |
11 | salt marsh | 0.03 | 96.11 | 95.22 |
12 | mud flats | 5.03 | 84.60 | 80.00 |
13 | water | 71.51 | 98.21 | 98.00 |
Kappa | 22.48 | 78.15 | 77.63 | |
OA | 35.44 | 80.45 | 79.88 | |
AA | 16.37 | 72.40 | 73.78 |
