Research Article
Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks
Table 5
Confusion matrix (in percent) of the SEM method.
| ā | Water | Golf | Pasture | Cons. | LD | Crop1 | Crop2 | Forest | HD | Ind. |
| Water | 96.68 | 0.53 | 0.08 | 0.13 | 0.08 | 0.12 | 0.09 | 0.09 | 0.04 | 0.11 | Golf | 3.10 | 92.45 | 4.36 | 4.41 | 0.54 | 0.03 | 0.38 | 0.28 | 0.53 | 1.01 | Pasture | 0.08 | 5.40 | 85.02 | 1.15 | 2.11 | 1.32 | 4.82 | 0.75 | 0.69 | 0.07 | Cons. | 0.06 | 1.01 | 0.60 | 72.39 | 0.21 | 0.00 | 6.12 | 0.03 | 0.78 | 0.35 | LD | 0.00 | 0.00 | 0.01 | 0.03 | 31.60 | 0.16 | 0.03 | 0.36 | 6.54 | 3.18 | Crop1 | 0.06 | 0.07 | 6.80 | 1.21 | 6.28 | 96.17 | 3.58 | 0.85 | 4.67 | 10.90 | Crop2 | 0.04 | 0.35 | 2.55 | 20.16 | 0.94 | 0.22 | 83.06 | 1.21 | 0.73 | 0.43 | Forest | 0.00 | 0.15 | 0.53 | 0.32 | 34.84 | 1.69 | 1.89 | 95.42 | 2.43 | 0.53 | HD | 0.00 | 0.02 | 0.04 | 0.13 | 10.20 | 0.29 | 0.01 | 0.76 | 62.64 | 42.07 | Ind. | 0.00 | 0.01 | 0.00 | 0.06 | 13.20 | 0.00 | 0.01 | 0.24 | 20.95 | 41.35 |
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