All issues Volume 73 (2018) Oil & Gas Science and Technology - Rev. IFP Energies nouvelles, 73 (2018) 9 Full HTMLCoefficient of determination (R2) 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 | 0.9281 | 0.9178 | 0.9256 | 0.9241 | 0.8875 | 0.7882 |
| DB | 0.9717 | 0.9510 | 0.9703 | 0.9614 | 0.9573 | 0.9317 |
| tDiSOR | 0.8777 | 0.9140 | 0.8818 | 0.8857 | 0.8474 | 0.9087 |
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