Figure 9. Results obtained by FNN architecture in training using 100 epochs.

(A) Lost value and (B) Accuracy. Lost function and accuracy is plotted on both training and validation datasets in order to observe behavior. When both datasets show very distant results, the architecture may be overfitting.