EURASIP Journal on Bioinformatics and Systems Biology

Table 2 Overall performance of our approach for predicting all five sets of networks of different sizes

From: Gene regulatory network inference and validation using relative change ratio analysis and time-delayed dynamic Bayesian network

Size	Metrics	Ecoli1	Ecoli2	Yeast1	Yeast2	Yeast3
10	AUPR	0.544	0.748	0.771	0.352	0.493
10	AUROC	0.794	0.856	0.944	0.590	0.715
50	AUPR	0.671	0.672	0.486	0.367	0.381
50	AUROC	0.862	0.842	0.836	0.688	0.728
100	AUPR	0.015	0.052	0.016	0.046	0.044
100	AUROC	0.521	0.544	0.461	0.576	0.428

The AUPR and AUROC metrics for the first set of networks (Ecoli1 and Yeast1) are reported in Table 1.

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