Research Article
Composite Clustering Sampling Strategy for Multiscale Spectral-Spatial Classification of Hyperspectral Images
Table 6
Supplementary experiments of the Pavia University dataset with high
value.
| Sampling strategy | OA (%) | AA (%) | Kappa | Time (min.) | Test set-independent sample rate (%) |
| | 94.13 | 93.55 | 0.9229 | 3.51 | 89.40 | | 93.41 | 92.67 | 0.9133 | 3.57 | 89.17 | | 93.36 | 92.76 | 0.9130 | 3.47 | 88.92 | | 93.14 | 92.36 | 0.9097 | 3.49 | 88.73 | | 91.87 | 92.00 | 0.8940 | 3.59 | 88.67 | | 91.77 | 90.90 | 0.8926 | 3.55 | 88.12 | | 91.11 | 90.44 | 0.8841 | 3.60 | 87.83 | | 92.36 | 93.09 | 0.9004 | 3.64 | 88.18 | | 90.89 | 90.50 | 0.8810 | 3.30 | 87.97 | | 91.25 | 91.56 | 0.8863 | 3.34 | 87.50 | | 88.34 | 89.75 | 0.8496 | 3.58 | 87.61 | | 92.96 | 92.51 | 0.9080 | 3.68 | 87.23 | | 88.13 | 88.99 | 0.8462 | 3.63 | 87.37 | | 91.20 | 90.72 | 0.8841 | 3.73 | 86.92 | | 91.79 | 91.88 | 0.8918 | 3.74 | 87.00 | | 90.16 | 89.65 | 0.8708 | 3.79 | 86.46 |
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