Research Article
Quasiconformal Mapping Kernel Machine Learning-Based Intelligent Hyperspectral Data Classification for Internet Information Retrieval
Table 2
Performance on the Pavia University data (%).
| Class | SVM (polynomial) | SVM (Gaussian) | MKL (polynomial) | MKL (Gaussian) | KSRC (polynomial) | KSRC (Gaussian) | Proposed (-kernel) |
| 1 | 83.93 | 84.45 | 84.24 | 88.22 | 84.93 | 85.42 | 92.24 | 2 | 85.23 | 91.45 | 90.29 | 93.15 | 86.26 | 92.45 | 94.36 | 3 | 70.24 | 74.14 | 74.61 | 78.23 | 71.27 | 75.13 | 83.27 | 4 | 87.27 | 90.47 | 90.26 | 89.22 | 88.28 | 91.45 | 91.93 | 5 | 96.28 | 97.62 | 97.23 | 97.24 | 97.23 | 98.65 | 98.73 | 6 | 70.41 | 78.77 | 77.47 | 84.26 | 71.47 | 79.72 | 84.15 | 7 | 69.33 | 71.13 | 70.16 | 76.27 | 69.92 | 72.17 | 82.62 | 8 | 76.24 | 81.53 | 80.22 | 82.93 | 77.26 | 82.56 | 86.27 | 9 | 98.56 | 99.42 | 99.24 | 99.26 | 98.85 | 99.93 | 99.93 |
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