Table 1 Training strategy details for the Electricity dataset with 321 load time series, 2.1 years training data and nine time and calendar features
From: Transformer training strategies for forecasting multiple load time series
Training strategy | Models | Input size | Output size | Training data |
|---|---|---|---|---|
Multivariate | 1 | \(L \times 330\) | \(h \times 321\) | 2.1 years |
Local | 321 | \(L \times 10\) | \(h \times 1\) | 2.1 years |
Global | 1 | \(L \times 10\) | \(h \times 1\) | 321 \(*\) 2.1 years |