The regression graphs represent the relationship between
measured and predicted values of the ANN with
two hidden layers, in the training, validation and test sets
are shown in Fig. 3. As observed, in the test sets, the prediction
accuracy is very close to the accuracy in the training
sets. This means that the selection of six input parameters
as influencing factors for predictions of tractor fuel consumption
provides satisfactory results