Urban Planning and Design Layout Generation Based on Artificial Intelligence

Table 7

Proportional distribution of test set results of the model.

	Score	Level	3 × 3 neighborhood		5 × 5 neighborhood
			Number of samples	Proportion (%)	Number of samples	Proportion (%)
Land use	≥80	A	7856	58.88	169678	77.51
	60–80	B	2234	16.67	26088	11.47
	40–60	C	1955	14.45	15045	6.77
	20–40	D	1109	8.34	7266	3.81
	≤20	E	224	1.66	1076	0.44
LCZ	100	A	9322	47.11	168789	77.33
	0	B	10489	52.89	49672	22.67