Research Article
Spectral-Spatial Attention Transformer with Dense Connection for Hyperspectral Image Classification
Table 5
Effect evaluation of models with different training sample.
| Dataset | Training sample | OA | AA | KAPPA × 100 |
| KSC | 200 | 99.96 | 99.94 | 99.92 | KSC | 300 | 99.94 | 99.80 | 99.93 | KSC | 400 | 99.96 | 99.89 | 99.95 | PU | 200 | 98.20 | 98.59 | 97.58 | PU | 300 | 99.39 | 99.59 | 99.17 | PU | 400 | 99.69 | 99.82 | 99.58 | SA | 5% | 98.78 | 99.35 | 98.64 | SA | 10% | 99.67 | 99.82 | 99.63 | SA | 15% | 99.88 | 99.92 | 99.87 |
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