Table 1.

Complete list of generative models. The first two columns show each model's name and the non-geometric wiring rule. The remaining columns indicate sample mean ± standard error energy (E), and the four KS statistics, KS_k, KS_b, KS_e, and KS_c.

Name	K(u, v)	E	η	γ	KSk	KSb	KSe	KSc
Clu. avg.	$\left(\frac{c_u}{2}+\frac{c_v}{2}\right)$	0.19 ± 0:02	− 3.06 ± 0.48	− 5.75 ± 1.62	0.14 ± 0.03	0.18 ± 0.03	0.17 ± 0.03	0.15 ± 0.03
Clu. diff.	|cu − cv|	0.19 ± 0.02	− 3.13 ± 0.49	− 5.85 ± 2.07	0.15 ± 0.03	0.18 ± 0.03	0.17 ± 0.03	0.16 ± 0.03
Clu. max.	max[cu, cv]	0.19 ± 0.02	− 3.14 ± 0.49	− 5.75 ± 1.97	0.15 ± 0.03	0.18 ± 0.03	0.17 ± 0.03	0.15 ± 0.03
Clu. min	min[cu, cv]	0.24 ± 0.03	− 3.60 ± 0.41	− 4.04 ± 1.09	0.12 ± 0.03	0.19 ± 0.05	0.23 ± 0.03	0.17 ± 0.05
Clu. prod.	cucv	0.20 ± 0.02	− 3.14 ± 0.39	− 3.44 ± 1.00	0.11 ± 0.03	0.18 ± 0.03	0.19 ± 0.03	0.15 ± 0.04
Deg. avg.	$\left(\frac{k_u}{2}+\frac{k_v}{2}\right)$	0.24 ± 0.02	− 3.76 ± 0.57	2.47 ± 0.38	0.18 ± 0.05	0.18 ± 0.05	0.23 ± 0.03	0.19 ± 0.04
Deg. diff.	|ku − kv|	0.25 ± 0.02	− 4.55 ± 0.76	− 1.03 ± 2.61	0.13 ± 0.04	0.19 ± 0.04	0.24 ± 0.03	0.21 ± 0.05
Deg. max.	max[ku, kv]	0.25 ± 0.02	− 4.02 ± 0.60	2.20 ± 0.43	0.13 ± 0.04	0.18 ± 0.05	0.24 ± 0.03	0.18 ± 0.05
Deg. min.	min[ku, kv]	0.25 ± 0.02	− 3.99 ± 0.64	2.03 ± 0.47	0.20 ± 0.05	0.16 ± 0.04	0.24 ± 0.03	0.21 ± 0.04
Deg. prod.	kukv	0.26 ± 0.02	− 3.83 ± 0.70	1.14 ± 0.32	0.19 ± 0.07	0.16 ± 0.06	0.24 ± 0.04	0.22 ± 0.04
Matching	$M_{uv}=\frac{\left|{\Gamma }_{u\backslash v}{\displaystyle \cap }{\Gamma }_{v\backslash u}\right|}{\left|{\Gamma }_{u\backslash v}{\displaystyle \cup }{\Gamma }_{v\backslash u}\right|}$	0.12 ± 0.02	− 0.98 ± 0.37	0.42 ± 0.04	0.10 ± 0.03	0.10 ± 0.02	0.10 ± 0.03	0.11 ± 0.02
Nghbrs.	∑wauwawv	0.14 ± 0.02	− 1.18 ± 0.43	0.35 ± 0.04	0.11 ± 0.03	0.11 ± 0.03	0.11 ± 0.03	0.11 ± 0.03
Geom.	1	0.29 ± 0.02	− 4.01 ± 0.31	N/A	0.15 ± 0.03	0.18 ± 0.04	0.29 ± 0.02	0.27 ± 0.03