Theory and Modern Applications
From: Application of a deep learning technique to the problem of oil spreading in the Gulf of Thailand
Number of iterations | Â | Number of data groups | |||
---|---|---|---|---|---|
 | 1 | 5 | 10 | 20 | |
10 | Training set MSE | 0.000430 | 0.000346 | 0.000370 | 0.000536 |
Test set MSE | 0.000463 | 0.000454 | 0.000520 | 0.000838 | |
Time (min.) | 0.987254 | 0.308509 | 0.246547 | 0.207704 | |
50 | Training set MSE | 0.000287 | 0.000351 | 0.000131 | 0.000117 |
Test set MSE | 0.000356 | 0.000497 | 0.000169 | 0.000165 | |
Time (min.) | 14.72786 | 1.841380 | 1.257887 | 1.063724 | |
100 | Training set MSE | 0.000266 | 0.000107 | 0.000100 | 0.000117 |
Test set MSE | 0.000342 | 0.000137 | 0.000138 | 0.000165 | |
Time (min.) | 91.02324 | 5.074016 | 2.812004 | 2.081175 |