Prediction of Oilfield-Increased Production Using Adaptive Neurofuzzy Inference System with Smoothing Treatment

Table 5

Results and appraisal of fracturing.

No.	Monitoring value ()	Predicted value with smoothing ()	Predicted value without smoothing ()
22	497.03	494.97	511.95
23	441.13	440.84	442.04
24	507.38	502.19	389.87
Appraisal
R2		0.9862	−0.2814
RMSE		3.2282	68.3911
MAPE		0.5010	8.7894