Reverse engineering gene regulatory networks from measurement with missing values

EURASIP Journal on Bioinformatics and Systems Biology

Table 3 AUROC and AUPR curves for the DREAM4 networks

	UKF with CM	UKF with MM	GP4GRN with CM	GP4GRN with MM	UKFMM with MM
N1	[0.63] [0.42]	[0.44(0.024)][0.24(0.020)]	[0.66] [0.42]	[0.42(0.027)][0.29(0.021)]	[0.61(0.015)][0.42(0.008)]
N2	[0.67] [0.49]	[0.48(0.018)][0.26(0.017)]	[0.69] [0.44]	[0.44(0.015)][0.28(0.018)]	[0.64(0.013)][0.44(0.011)]
N3	[0.72] [0.50]	[0.45(0.020)][0.30(0.012)]	[0.70] [0.47]	[0.50(0.022)][0.33(0.016)]	[0.72(0.021)][0.53(0.012)]
N4	[0.75] [0.52]	[0.56(0.019)][0.28(0.011)]	[0.62] [0.35]	[0.36(0.031)][0.25(0.027)]	[0.72(0.009)][0.50(0.010)]
N5	[0.81] [0.44]	[0.53(0.021)][0.26(0.019)]	[0.86] [0.65]	[0.55(0.022)][0.40(0.019)]	[0.80(0.012)][0.42(0.014)]

Column 1 shows the network number. In columns 3, 5, and 6, average AUROC and average AUPR are presented in the square brackets and the standard deviations are in parentheses