Table 3 Impact of the Maximum Number of Epochs in LSTM on Water Inrush Prediction.

From: Predicting mine water inflow volumes using a decomposition-optimization algorithm-machine learning approach

Epochs

100

200

300

400

500

MAE

186.712

185.462

186.093

186.468

186.341

MAPE

2.787%

2.784%

2.805%

2.811%

2.808%

RMSE

253.552

252.553

252.727

252.381

253.036

NSE

0.7213

0.7212

0.7238

0.7241

0.7231

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