Table 9 Class-wise Score of PC dataset using D-Path-AE.
Number | Name | SVM | KNN | DT |
|---|---|---|---|---|
1 | water | 100.00 | 100.00 | 100.00 |
2 | trees | 94.23 | 94.81 | 94.35 |
3 | asphalt | 87.21 | 88.01 | 87.73 |
4 | self blocking bricks | 67.11 | 85.72 | 79.11 |
5 | bituem | 92.11 | 97.01 | 96.22 |
6 | tiles | 95.21 | 96.29 | 95.22 |
7 | shadows | 91.11 | 93.17 | 92.19 |
8 | meadows | 100.00 | 100.00 | 99.01 |
9 | bare soil | 100.00 | 100.00 | 100.00 |
Kappa | 96.46 | 97.62 | 97.04 | |
OA | 97.48 | 98.31 | 97.90 | |
AA | 91.95 | 95.32 | 93.52 |
