Table 7.

The effect of reducing the training data on the performance of the optimized model.

Training Data	Validation Data	Accuracy	Loss	Precision	Recall	F1-Score
90%	10%	98.70	0.069	98.33	98.66	98.66
80%	20%	97.24	0.107	97	97	97
70%	30%	97.07	0.095	97	97	97
60%	40%	95.28	0.162	95	95	95
50%	50%	93.17	0.202	93	92	92.66