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Table 3

Comparison of the different RMSE (in mm) and MAPE (%) values of the LSTM and GFS predictions in the 0.4–1.2 mm range.

Time RMS ELST M RMS EGFS MAPELST M MAPEGFS
12 h 0.235 0.356 23.2 35.9
24 h 0.245 0.385 25.1 36.3
36 h 0.631 0.393 67.9 36.1
48 h 0.595 0.362 63.3 34.4

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