Table 4 Control parameters for MLP and RBF model used in this study.

From: Modeling liquid rate through wellhead chokes using machine learning techniques

MLP

Number of hidden layers

2

The objective function uses training

MSE

Optimization algorithm

LM-BR-SCG

RBF

Number of neurons in the hidden layer

250

Spread

0.1

The objective function uses training

MSE