Figure 4: ROC curve shows AUC of 99% obtained using proposed BERT algorithm.
The Training loss and validation loss obtained by the proposed BERT algorithm in each epoch are represented in figure 5. It proves that the curve starts from 25% and gradually decreases and reaches below 0.05 in 30 epochs.