Table 3 Effects of different past window sizes \(\text{T}\) on experiments.

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

T

24

48

96

192

384

Metric

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

MSE

MAE

24

0.0894

0.1158

0.0683

0.0983

0.0704

0.1006

0.0686

0.0964

0.0697

0.0993

48

0.1431

0.1640

0.1208

0.1434

0.1225

0.1453

0.1233

0.1429

0.1260

0.1458

96

0.2203

0.2299

0.2098

0.2206

0.2114

0.2221

0.2103

0.2175

0.2142

0.2215

192

0.3187

0.3114

0.3081

0.3033

0.3113

0.3003

0.3141

0.3045

0.3205

0.3066

384

0.4066

0.3774

0.3983

0.3672

0.4008

0.3672

0.4055

0.3715

0.4124

0.3866

  1. Significant values are in [bold].
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