Table 17. Performance comparison of the independent testing dataset by the jackknife test on the ZD98 dataset.
Methods | Jackknife test (%) | ||||
---|---|---|---|---|---|
Sensitivity for each class | |||||
Cy | Me | Mi | Other | OA | |
ID [44] | 90.7 | 90.0 | 92.3 | 91.7 | 90.8 |
ID_SVM [34] | 95.3 | 93.3 | 84.6 | 58.3 | 88.8 |
DF_SVM [45] | 97.7 | 96.7 | 92.3 | 75.0 | 93.9 |
FKNN [35] | 95.3 | 96.7 | 100 | 91.7 | 95.9 |
PseAAC_SVM [46] | 95.3 | 93.3 | 92.3 | 83.3 | 92.9 |
DWT_SVM [36] | 95.4 | 93.3 | 53.9 | 91.7 | 88.8 |
APSLAP [48] | 95.3 | 90.0 | 100 | 91.7 | 94.9 |
Liu et al. [38] | 95.3 | 100 | 100 | 91.7 | 96.9 |
EBGW_SVM [33] | 97.7 | 90.0 | 92.3 | 83.3 | 92.9 |
DCCA coefficient [39] | 93.0 | 86.7 | 92.3 | 75.0 | 88.9 |
PseAAC-PsePSSM-WD | 100 | 100 | 100 | 91.7 | 99.0 |