EURASIP Journal on Bioinformatics and Systems Biology

Table 5 Effect of strength of the links using different λ

From: Gene regulatory network inference by point-based Gaussian approximation filters incorporating the prior information

	True positive rate						False positive rate			Positive predictive rate
Filters	Min		Max		Avg		Min	Max	Avg	Min	Max	Avg
${UKF}_{\tilde{p} 1}$ (λ = 0.1)	0.7576		0.9677		0.8484		0.4688	0.7647	0.5713	0.5094	0.6512	0.5929
${UKF}_{\tilde{p} 1}$ (λ = 0.5)	0.7576		0.9333		0.8468		0.4516	0.7059	0.5422	0.5385	0.6512	0.6057
${UKF}_{\tilde{p} 1}$ (λ = 1)	0.7500		0.9032		0.8221		0.3750	0.5758	0.4953	0.5814	0.6842	0.6257
${UKF}_{\tilde{p} 1}$ (λ = 5)	0.7273		0.8750		0.8220		0.3548	0.5000	0.4169	0.6098	0.7179	0.6684
${UKF}_{\tilde{p} 1}$ (λ = 10)	0.7500		0.8750		0.8214		0.3226	0.5000	0.4143	0.6098	0.7368	0.6696

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