Table 6 Test results of the basic memory units.

From: Simultaneous prediction of 10m and 100m wind speeds using a model inspired by brain emotional learning

Model name

Date range

Dataset name (see Table 1)

SDE

MAE

MSE

RMSE

MAPE

R2

O1

2001 to 2020

Test 1

0.5474

0.4113

0.3063

0.5500

24.5537

0.9542

Test 2

0.6796

0.5043

0.4697

0.6818

22.4935

0.9398

2021 to 2023

Test 4

0.5371

0.4049

0.2947

0.5395

24.8345

0.9498

Test 5

0.6640

0.4945

0.4481

0.6660

22.9031

0.9412

O2

2001 to 2020

Test 1

0.5500

0.4143

0.3100

0.5528

24.8149

0.9537

Test 2

0.6821

0.5051

0.4729

0.6837

22.3423

0.9334

2021 to 2023

Test 4

0.5396

0.4079

0.2982

0.5423

25.1265

0.9567

Test 5

0.6661

0.4953

0.4507

0.6677

22.7587

0.9401

A

2001 to 2020

Test 1

0.5591

0.4204

0.3199

0.5612

24.5703

0.9536

Test 2

0.6918

0.5132

0.4869

0.6937

22.5995

0.9325

2021 to 2023

Test 4

0.5486

0.4135

0.3078

0.5505

24.8277

0.9548

Test 5

0.6754

0.5027

0.4639

0.6771

22.9822

0.9378

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