Network Completion Using Dynamic Programming and Least-Squares Fitting

Table 1

Result on completion of WNT5A network, where the average accuracy is shown for each case.

No. deleted edges	No. added edges		Observation error level
			0.1	0.3	0.5	0.7
ℎ=0	𝑘=1	Accuracy	0.990	0.910	0.730	0.410
		Success rate	0.99	0.91	0.73	0.41
ℎ=0	𝑘=2	Accuracy	1.000	0.955	0.670	0.395
		Success rate	1.00	0.91	0.42	0.17
ℎ=1	𝑘=0	Accuracy	0.990	0.850	0.470	0.240
		Success rate	0.99	0.85	0.47	0.24
ℎ=1	𝑘=1	Accuracy	0.995	0.845	0.405	0.210
		Success rate	0.99	0.71	0.11	0.02
ℎ=1	𝑘=2	Accuracy	0.983	0.843	0.470	0.190
		Success rate	0.95	0.58	0.11	0.00
ℎ=2	𝑘=0	Accuracy	1.000	0.795	0.440	0.215
		Success rate	1.00	0.67	0.18	0.01
ℎ=2	𝑘=1	Accuracy	0.996	0.833	0.453	0.223
		Success rate	0.99	0.53	0.05	0.01
ℎ=2	𝑘=2	Accuracy	1.000	0.862	0.517	0.285
		Success rate	1.00	0.56	0.03	0.01