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Table 1 Comparison of computing time in wind speed prediction using various numbers of iterations and numbers of data groups

From: Application of a deep learning technique to the problem of oil spreading in the Gulf of Thailand

Number of iterations Number of data groups
 151020
10Training set MSE0.0004300.0003460.0003700.000536
Test set MSE0.0004630.0004540.0005200.000838
Time (min.)0.9872540.3085090.2465470.207704
50Training set MSE0.0002870.0003510.0001310.000117
Test set MSE0.0003560.0004970.0001690.000165
Time (min.)14.727861.8413801.2578871.063724
100Training set MSE0.0002660.0001070.0001000.000117
Test set MSE0.0003420.0001370.0001380.000165
Time (min.)91.023245.0740162.8120042.081175