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Energy Informatics

Table 4 Hyperparameter for gradient boosting grid search

From: Short-term forecasting of German generation-based CO2 emission factors using parametric and non-parametric time series models

Hyperparameter

Space

Final

Learning rate

0.3

0.3

Number of estimators

50, 100, 150, 200, 250, 300, 350

350

Maximal depth

3

3

Minimal sample split

2

2

Subsample

1.0

1.0

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