Table 2.

Standard neural network evaluation on classifying regular and irregular borders using different training and testing split ratios.

Ratio	Training	Testing	Training time	Testing time	Accuracy (%)
80:20	248	62	0.02	0.007	91.9
70:30	217	93	0.02	0.008	91.4
60:40	186	124	0.01	0.007	87.9
50:50	155	155	0.02	0.009	79.4