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Table 1 The statistical properties of the linear regression models fitted on the F-score values with respect to the number of genes. Gene expression data is generated from a linear model

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

  Method R-squared p-value
Link HRNN 0.38 2.3×10−5
  HCC-CLINDE 0.16 0.01
  TD-ARACNE 0.51 2.0×10−7
  TSNI 0.79 1.8×10−14
  ebdbNet 0.76 1.2×10−13
Delay HRNN 0.06 0.10
  HCC-CLINDE 0.03 0.22
Effect HRNN 0.16 0.008
  HCC-CLINDE 0.12 0.02