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Advances, Systems and Applications

Table 6 Parameters setting for the algorithms used in this study

From: Time series forecasting model for non-stationary series pattern extraction using deep learning and GARCH modeling

Parameters

GCN

EMD-GCN

EEMD-GCN

EMD-CEEMDAN-GCN

GARCH-CEEMDAN-GCN

Batch size

64

64

64

64

64

Learning rate

0.01

0.01

0.01

0.01

0.01

Epochs

100

100

100

100

100