Table 8 PICP, MPIW, and CWC of individual interval forecasts of Boston housing price.

From: Shapley value-driven superior subset selection algorithm for carbon price interval forecast combination

ID

Model

PICP (↑)

MPIW (↓)

CWC (↓)

IS (↓)

1

SNM-ANN

0.9412

19.5229

1.9352

22.9817

2

UBPI-ANN

0.9706

23.5731

0.6474

24.2046

3

SNM-LSTM

0.9509

32.0891

0.4593

35.9303

4

UBPI-LSTM

0.9509

20.2471

0.7508

22.8708

5

bootstrap-ANN

0.8235

13.6005

558.0271

32.2417

6

bootstrap-LSTM

0.7549

13.8396

17239.35

45.7859

7

QR-ANN

0.9608

21.9514

0.3865

29.2175

8

QR-LSTM

0.9706

35.3479

0.5591

38.5659

9

ANNDE

0.9509

19.5345

0.3992

23.8322

10

LSTMDE

0.9509

25.6744

0.5502

28.9929

  1. Note: Bold text highlights PICP values exceeding Pc, as well as the smallest MPIW, CWC and IS values when the PICP is greater than Pc. “↑” indicates that a higher value is better, while “↓” suggests that a lower value is preferable.
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