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Table 2 Optimal values of TCN parameters

From: Gaussian mutation–orca predation algorithm–deep residual shrinkage network (DRSN)–temporal convolutional network (TCN)–random forest model: an advanced machine learning model for predicting monthly rainfall and filtering irrelevant data

Parameter

Value

Learning rate

0.001

dropout

0.05

Number of filters

3

Batch size (BS)

BS  (4, 20)