Research Article

Predictive Modelling and Surface Analysis for Optimization of Production of Biofuel as A Renewable Energy Resource: Proposition of Artificial Neural Network Search

Table 2

Settings of ANN for output glycerol.

Modelling parameter settingsDetail value

Percentage of training dataset75%
Percentage of test dataset15%
Percentage of validation dataset10%
Number of networks to train500
Number of networks to retain10
Number of hidden layers9