EPJ Data Science

Table 2 Paired tests used in the survey^∗

From: Learning to cluster urban areas: two competitive approaches and an empirical validation

Factor	Experimental setting (fixed)	Instances 〈X,Y〉
Type of feature	GMM, individual	〈 Social, All 〉
	GMM, urban block	〈 Social, All 〉
	DMON, individual	〈 Social, All 〉
	DMON, urban block	〈 Social, All 〉
	GMM, individual	〈 Visual, All 〉
	GMM, urban block	〈 Visual, All 〉
	DMON, individual	〈 Visual, All 〉
	DMON, urban block	〈 Visual, All 〉
	GMM, individual	〈 Land use, All 〉
	GMM, urban block	〈 Land use, All 〉
	DMON, individual	〈 Land use, All 〉
	DMON, urban block	〈 Land use, All 〉
Method	Social, individual	〈 GMM, DMON 〉
	Social, urban block	〈 GMM, DMON 〉
	Visual, individual	〈 GMM, DMON 〉
	Visual, urban block	〈 GMM, DMON 〉
	Land use, individual	〈 GMM, DMON 〉
	Land use, urban block	〈 GMM, DMON 〉
	All, individual	〈 GMM, DMON 〉
	All, urban block	〈 GMM, DMON 〉
Territorial unit	GMM, Social	〈 Individuals, Blocks 〉
	DMON, Social	〈 Individuals, Blocks 〉
	GMM, Visual	〈 Individuals, Blocks 〉
	DMON, Visual	〈 Individuals, Blocks 〉
	GMM, Land use	〈 Individuals, Blocks 〉
	DMON, Land use	〈 Individuals, Blocks 〉
	GMM, All	〈 Individuals, Blocks 〉
	DMON, All	〈 Individuals, Blocks 〉

* We generate tests at both scales (global/local) to evaluate the cross effect with each factor.

Back to article page