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. 2023 Jan 10;13:467. doi: 10.1038/s41598-022-25421-w

Table 2.

The average RMSE of ten simulations obtained with the GRU model, for different sizes of the recurrent layer.

2 Units 4 Units 8 Units 16 Units 32 Units 64 Units
Training 4.29e−02 1.05e−02 7.79e−03 6.78e−03 6.71e−03 5.80e03
Validation 5.37e−02 3.48e−02 3.47e02 3.49e−02 3.50e−02 3.62e−02
Test 6.00e−02 1.17e−02 1.00e−02 9.36e03 1.23e−02 1.68e−02

Significant values are given in bold.