Research Article

Fluid Flow Behavior Prediction in Naturally Fractured Reservoirs Using Machine Learning Models

Table 1

The calculated performance metrics for the gas flow fracture porosity over the testing phase.

ModelR2KGERMSEMAPE (%)

DT0.8110.8260.00110.1
RF0.9380.8510.0016.4
KNR0.9550.9370.0014.1
RR0.8980.8030.0018.9
Lasso0.9740.7790.0017.7