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Table 3 AUROC and AUPR curves for the DREAM4 networks

From: Reverse engineering gene regulatory networks from measurement with missing values

  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)]
  1. 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