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2023
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Article
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Tab 1
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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.
Model
R
2
KGE
RMSE
MAPE (%)
DT
0.811
0.826
0.001
10.1
RF
0.938
0.851
0.001
6.4
KNR
0.955
0.937
0.001
4.1
RR
0.898
0.803
0.001
8.9
Lasso
0.974
0.779
0.001
7.7