Table 4.
Label | Balanced Accuracy | |||
---|---|---|---|---|
DAE MSE |
DAE + OC-SVM | DCC + OC-SVM | DAECC-OC-SVM | |
S1 | 0.795 | 0.648 | 0.799 | 0.915 |
S2 | 0.456 | 0.752 | 0.830 | 0.831 |
S3 | 0.830 | 0.516 | 0.725 | 0.892 |
S4 | 0.851 | 0.524 | 0.775 | 0.897 |
S5 | 0.677 | 0.647 | 0.713 | 0.871 |
S6 | 0.476 | 0.688 | 0.835 | 0.835 |
S7 | 0.469 | 0.593 | 0.805 | 0.840 |
S8 | 0.461 | 0.703 | 0.873 | 0.873 |
S9 | 0.979 | 0.482 | 0.601 | 0.954 |
S10 | 0.736 | 0.550 | 0.653 | 0.892 |
S11 | 0.783 | 0.468 | 0.765 | 0.880 |
S12 | 0.483 | 0.623 | 0.839 | 0.840 |
S13 | 0.469 | 0.580 | 0.828 | 0.828 |
SS4 | 0.469 | 0.592 | 0.821 | 0.821 |
S15 | 0.977 | 0.468 | 0.487 | 0.986 |
Average | 0.660 | 0.597 | 0.756 | 0.877 |