Table 4.
Performance comparison of different models on ZD98 dataset.
| Methods | Prediction accuracy (%) | ||||
|---|---|---|---|---|---|
| Cy | Me | Mi | Others | OA | |
| OF-SVM [3] | 97.7 | 86.3 | 92.3 | 66.7 | 90.8 |
| FTD-SVM [20] | 95.4 | 93.3 | 76.9 | 83.3 | 90.8 |
| BOW-SVM [6] | 97.7 | 92.9 | 76.9 | 83.3 | 91.7 |
| GA_DCCA-SVM [36] | 95.4 | 90.0 | 92.3 | 83.3 | 91.8 |
| OA-SVM [16] | 95.3 | 88.9 | 97.4 | 91.7 | 93.2 |
| PSSMP [17] | 95.3 | 93.3 | 84.6 | 91.7 | 92.9 |
| OA-MLSC [29] | 100 | 96.7 | 92.3 | 95.9 | 96.7 |
| This paper | 100 | 97.72 | 100 | 100 | 99.29 |