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Table 7 The statistical properties of the linear regression models fitted on the F-score values with respect to the noise level

From: Identifying time-delayed gene regulatory networks via an evolvable hierarchical recurrent neural network

  Method R-squared p-value
Link HRNN 0.74 5.5×10−16
  HCC-CLINDE 0.84 2.2×10−21
  TD-ARACNE 0.03 0.19
  TSNI 4.0×10−5 0.96
  ebdbNet 0.10 0.02
Delay HRNN 0.74 5.1×10−16
  HCC-CLINDE 0.83 1.4×10−20
Effect HRNN 0.76 6.9×10−17
  HCC-CLINDE 0.84 7.3×10−21
  1. Gene expression data is generated from a non-linear model