Table 8 Hyper parameter settings and RMSE values of the LSTM model for each earthquake cluster.

From: Fuzzy C-Means clustering and LSTM-based magnitude prediction of earthquakes in the Aegean region of Türkiye

Clusters

Cluster 1

Cluster 2

Cluster 3

Batch size

16

128

16

Epoch number

750

1000

750

Learning Rate

0.001

0.001

0.001

Dropout Rate

0.2

0.2

0.2

RMSE (Train)

0.07

0.09

0.06

RMSE (Test)

0.08

0.11

0.08

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