Research Article
Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks
Table 6
Confusion matrix (in percent) of the DBN method.
| ā | Water | Golf | Pasture | Cons. | LD | Crop1 | Crop2 | Forest | HD | Ind. |
| Water | 86.97 | 5.72 | 0.02 | 0.21 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | Golf | 11.92 | 81.18 | 5.93 | 3.42 | 0.16 | 0.66 | 0.29 | 0.40 | 0.01 | 0.38 | Pasture | 0.11 | 10.55 | 81.39 | 0.31 | 0.03 | 2.28 | 0.55 | 0.17 | 0.09 | 0.00 | Cons. | 0.99 | 1.26 | 0.26 | 72.65 | 0.00 | 0.01 | 6.16 | 0.00 | 0.31 | 0.05 | LD | 0.00 | 0.09 | 0.27 | 0.03 | 67.03 | 2.22 | 0.23 | 1.95 | 3.35 | 1.46 | Crop1 | 0.00 | 0.14 | 2.49 | 0.93 | 2.47 | 88.00 | 1.22 | 0.23 | 0.71 | 0.26 | Crop2 | 0.00 | 0.66 | 7.20 | 21.05 | 0.23 | 0.63 | 89.86 | 1.70 | 0.12 | 0.00 | Forest | 0.00 | 0.22 | 1.11 | 0.19 | 1.70 | 0.69 | 1.39 | 90.95 | 0.15 | 0.08 | HD | 0.00 | 0.15 | 1.31 | 0.31 | 19.67 | 5.40 | 0.24 | 2.61 | 78.24 | 18.41 | Ind. | 0.00 | 0.04 | 0.02 | 0.90 | 8.70 | 0.11 | 0.05 | 2.00 | 17.04 | 79.36 |
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