Research Article
Remote Sensing Image Classification with Few Labeled Data Using Semisupervised Learning
Table 3
Classification accuracy with different
values.
| Number of training images in each class () | CNN | UDA-KL | UDA-ALE |
| 50 | 62.75% | 72.93% | 73.75% | 100 | 68.52% | 75.42% | 76.25% | 200 | 73.68% | 77.51% | 79.25% | 400 | 78.92% | 81.22% | 82.33% | 600 | 81.44% | 82.36% | 82.92% | 800 | 83.15% | 83.74% | 84.08% |
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