Table 11 The forgetting ratio of Instance B and Instance C
From: CLeaR: An adaptive continual learning framework for regression tasks
Dataset | Forgetting ratio | |||
|---|---|---|---|---|
| Â | Instance\(\phantom {\dot {i}\!}_{\mathbf {B}_{{ae}}}\) | Instance\(\phantom {\dot {i}\!}_{\mathbf {C}_{{ae}}}\) | Instance B | Instance C |
WF 1 | 1.474 | 0.727 | 1.955 | 0.994 |
WF 2 | 0.018 | 0.140 | 1.707 | 0.745 |
WF 3 | 1.205 | 1.489 | 6.170 | 0.421 |
WF 4 | 2.817 | 2.407 | 3.371 | 0.785 |
WF 5 | 0.000 | 0.000 | 7.617 | 2.296 |
WF 6 | 0.945 | 0.237 | 0.969 | 0.046 |
WF 7 | 0.574 | 1.552 | 1.768 | 1.253 |
WF 8 | 0.588 | 1.585 | 5.716 | 2.999 |
WF 9 | 1.463 | 0.848 | 3.470 | 1.463 |
WF 10 | 4.937 | 2.726 | 2.754 | 0.609 |
Mean | 1.402 | 1.171 | 3.550 | 1.161 |