Table 3.
Description of the compression average accuracy.
Method | Training Accuracy (%) | Testing Accuracy (%) | Computation Time(s) |
---|---|---|---|
SSAE-Softmax | 96.411 | 98.788 | 16.934 |
ELM | 73.268 | 79.176 | 6.189 |
BPnn | 80.379 | 81.654 | 1.180 |
SVM | 89.873 | 91.831 | 8.329 |
RF | 90.421 | 94.364 | 15.436 |
KNN | 84.142 | 84.182 | 5.317 |