Table 9 The fitting errors of the predictor in the three CLeaR instances and the baseline model
From: CLeaR: An adaptive continual learning framework for regression tasks
Dataset | Fitting error (e-2) | |||
|---|---|---|---|---|
| Â | Instance A | Instance B | Instance C | Baseline |
WF 1 | 4.864 | 3.468 | 2.304 | 2.574 |
WF 2 | 2.695 | 2.120 | 1.167 | 1.473 |
WF 3 | 3.517 | 9.172 | 1.769 | 2.840 |
WF 4 | 4.867 | 5.457 | 3.682 | 3.327 |
WF 5 | 10.347 | 12.989 | 6.931 | 6.835 |
WF 6 | 9.593 | 6.089 | 4.225 | 5.546 |
WF 7 | 0.867 | 0.838 | 0.677 | 0.612 |
WF 8 | 8.042 | 5.656 | 3.451 | 3.865 |
WF 9 | 4.713 | 5.511 | 3.060 | 3.405 |
WF 10 | 1.875 | 3.117 | 1.025 | 1.424 |
Mean | 5.138 | 5.442 | 2.829 | 3.190 |