Research Article
Convolution Neural Network Based on Two-Dimensional Spectrum for Hyperspectral Image Classification
Table 5
Number of labeled training samples and testing samples of Botswana.
| Class number | Class name | Training samples | Testing samples |
| 1 | Water | 67 | 203 | 2 | Hippo grass | 25 | 76 | 3 | Floodplain grasses 1 | 62 | 189 | 4 | Floodplain grasses 2 | 53 | 162 | 5 | Reeds | 67 | 202 | 6 | Riparian | 67 | 202 | 7 | Firescar | 64 | 195 | 8 | Island interior | 50 | 153 | 9 | Acacia woodlands | 78 | 236 | 10 | Acacia shrublands | 62 | 186 | 11 | Acacia grasslands | 76 | 229 | 12 | Short mopane | 45 | 136 | 13 | Mixed mopane | 67 | 201 | 14 | Exposed soils | 23 | 72 | Total | ā | 806 | 2442 |
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