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

Table 7.

Average balanced accuracy over seven scenarios on the CWRU dataset.

Label Balanced Accuracy
DAE
MSE
DAE + OC-SVM DCC + OC-SVM DAECC-OC-SVM
SS1 0.939 0.928 0.998 0.998
SS2 0.906 0.680 0.923 0.972
SS3 0.754 0.865 0.933 0.965
SS4 0.902 0.768 0.962 0.973
SS5 0.868 0.481 0.955 0.958
SS6 0.975 0.743 0.836 0.991
SS7 0.834 0.756 0.965 0.978
Average 0.882 0.745 0.938 0.976