BMC Bioinformatics

Table 5 Evaluating GRN inferring methods on E.coli

From: Reconstructing gene regulatory networks of biological function using differential equations of multilayer perceptrons

Method	TPR	FPR	MCC	ACC	F1
GENIE3	0.142	0.024	0.086	0.970	0.083
BiXGBoost	0.183	0.028	0.118	0.951	0.134
SIGNET	0.191	0.027	0.132	0.956	0.151
GNIPLP	0.162	0.024	0.103	0.97	0.102
PoLoBag	0.204	0.026	0.142	0.934	0.169
Our methods	0.367	0.025	0.275	0.961	0.286

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ISSN: 1471-2105

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