Table 4 Epoch-wise MSE values for the test and validation datasets of each model.

From: Machine learning-based prediction of well performance parameters for wellhead choke flow optimization

Model

Epoch

Training (MSE)

Validation (MSE)

CNN

100

0.0046

0.0298

MLP

100

0.0012

0.0309

RBFN

36

0.0026

0.0061

Back to article page