All issues Volume 73 (2018) Oil & Gas Science and Technology - Rev. IFP Energies nouvelles, 73 (2018) 9 Full HTMLMean Squared Error (MSE) for ANN modeling.
| Output attributes | Base scenario | Ignoring lateral heterogeneity | ||||
|---|---|---|---|---|---|---|
| Original 10 input attributes | 6 Principal scores | Original 7 input attributes | ||||
| Training | Testing | Training | Testing | Training | Testing | |
| R | 1.74E−05 | 1.57E−05 | 1.80E−05 | 1.44E−05 | 2.72E−05 | 4.03E−05 |
| DB | 2.39E + 07 | 3.65E + 07 | 2.51E + 07 | 2.88E + 07 | 3.61E + 07 | 5.09E + 07 |
| tDiSOR | 1.03E−04 | 8.61E−05 | 9.99E−05 | 1.14E−04 | 1.29E−04 | 9.15E−05 |
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