Table 5. Performance comparison of MSSAE,
, and
, in terms of
,
,
, and AUC, evaluated on datasets A, B, and C.
Dataset | Techniques |
![]() |
![]() |
![]() |
AUC |
---|---|---|---|---|---|
Dataset A | MSSAE | 33.60 | 47.53 | 39.37 | 0.36 |
![]() |
77.64 | 71.53 | 74.46 | 0.77 | |
![]() |
79.94 | 78.46 | 79.19 | 0.82 | |
Dataset B | MSSAE | 75.07 | 82.64 | 78.67 | 0.81 |
![]() |
78.57 | 75.27 | 76.88 | 0.80 | |
![]() |
79.29 | 73.80 | 76.44 | 0.80 | |
Dataset C | MSSAE | 75.63 | 78.75 | 77.16 | 0.81 |
![]() |
72.00 | 82.00 | 76.68 | 0.77 | |
![]() |
74.00 | 81.00 | 77.34 | 0.77 | |
Dataset D | MSSAE | 80.58 | 39.99 | 53.45 | 0.57 |
![]() |
66.01 | 57.85 | 61.66 | 0.64 | |
![]() |
67.65 | 61.15 | 64.24 | 0.67 | |
All | MSSAE | 58.21 | 70.60 | 63.81 | 0.62 |
![]() |
72.64 | 65.09 | 68.65 | 0.71 | |
![]() |
72.02 | 69.16 | 70.56 | 0.73 |
The highest performance for each dataset for each metric is shown in bold.