Table 4 Effects of different segment lengths \(\text{S}\) on experiments.

From: MMTransformer: a multivariate time-series resource forecasting model for multi-component applications

S

3

6

9

12

Metric

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

24

0.3925

0.4033

0.3918

0.4038

0.3904

0.4029

0.3928

0.4037

48

0.4110

0.4130

0.4013

0.4079

0.4081

0.4111

0.4050

0.4097

96

0.4407

0.4279

0.4383

0.4170

0.4404

0.4301

0.4403

0.4253

192

0.4600

0.4351

0.4522

0.4249

0.4659

0.4417

0.4628

0.4359

384

0.4820

0.4537

0.4662

0.4366

0.4720

0.4420

0.4758

0.4434

  1. Significant values are in [bold].
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