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Table 10 The prediction error of the predictor in the three CLeaR instances and the baseline model

From: CLeaR: An adaptive continual learning framework for regression tasks

Dataset

Prediction error (e-2)

 

Instance A

Instance B

Instance C

Baseline

WF 1

2.415

2.332

1.822

1.611

WF 2

0.740

0.945

0.522

0.502

WF 3

2.370

5.369

1.208

1.641

WF 4

2.124

1.643

2.223

1.448

WF 5

13.864

5.672

5.560

3.828

WF 6

8.612

8.017

4.368

3.123

WF 7

0.965

0.729

0.587

0.527

WF 8

6.129

4.969

2.927

2.499

WF 9

2.544

4.562

1.808

1.129

WF 10

1.383

3.009

0.741

0.866

Mean

4.115

3.725

2.177

1.717