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. 2021 Aug 30;21(17):5830. doi: 10.3390/s21175830

Table 4.

Average balanced accuracy over 15 experimental scenarios with different methods.

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