Research Article
Sparse Representation Based Binary Hypothesis Model for Hyperspectral Image Classification
Table 2
Classification accuracy for the ROI-II using around 10% labeled samples as training set.
| Class | SVMC | SRC | KSRC | SRBBHC | KSRBBHC |
| 1 | 99.64 | 99.82 | 100 | 89.01 | 91.62 | 2 | 5.38 | 100 | 100 | 92.31 | 94.13 | 3 | 100 | 98.65 | 98.60 | 93.24 | 93.22 | Background | 98.52 | 98.16 | 98.15 | 99.81 | 99.69 |
| ORR | 97.66 | 96.81 | 97.55 | 98.65 | 99.07 |
| ARR | 75.38 | 97.20 | 98.05 | 91.46 | 94.11 |
| Time | 471.45 | 23.91 | 20.15 | 14.69 | 30.91 |
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