Table 1 Prediction accuracy of each model.
Model | A2 well prediction accuracy (%) | B2 well prediction accuracy (%) |
---|---|---|
IWM-BP | 92.08 | 94.91 |
IWM-GABP | 94.66 | 97.98 |
IWM-SVM | 93.80 | 94.89 |
IWM-RF | 90.52 | 95.14 |
IWM-RBF | 85.16 | 89.52 |
IWM-CNN | 90.32 | 96.31 |
Model | A2 well prediction accuracy (%) | B2 well prediction accuracy (%) |
---|---|---|
IWM-BP | 92.08 | 94.91 |
IWM-GABP | 94.66 | 97.98 |
IWM-SVM | 93.80 | 94.89 |
IWM-RF | 90.52 | 95.14 |
IWM-RBF | 85.16 | 89.52 |
IWM-CNN | 90.32 | 96.31 |