Table 11.
Recall scores of the models considered in this work (as a percentage) for the domain adaptation task considered in scenario 2 (best values are highlighted in bold).
| Domain Shift | RNN-WDCNN | WDCNN | SRDCNN | FFT-SVM | FFT-MLP |
|---|---|---|---|---|---|
| A and B to C | 99.89 (± 0.13) | 99.68 (± 0.12) | 95.70 (± 5.52) | 89.47 (± 0.57) | 88.92 (± 0.33) |
| A and C to B | 100.00 (± 0.00) | 99.92 (± 0.05) | 99.76 (± 0.06) | 97.30 (± 0.61) | 93.30 (± 0.63) |
| B and C to A | 95.53 (± 2.89) | 95.62 (± 1.80) | 91.51 (± 2.33) | 96.78 (± 0.41) | 94.25 (± 0.34) |
| Average | 98.47 (± 1.01) | 98.41 (± 0.66) | 95.66 (± 2.64) | 94.52 (± 0.53) | 92.16 (± 0.43) |