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Table 4 The statistical properties of the linear regression models fitted on the F-score values with respect to the number of genes

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

  Method R-squared p-value
Link HRNN 0.558 2.9×10−8
  HCC-CLINDE 0.56 2.3×10−8
  TD-ARACNE 0.74 7.0×10−13
  TSNI 0.81 1.2×10−15
  ebdbNet 0.64 3.8×10−10
Delay HRNN 0.28 4.0×10−4
  HCC-CLINDE 0.43 3.4×10−6
Effect HRNN 0.347 6.2×10−5
  HCC-CLINDE 0.49 3.4×10−7
  1. Gene expression data is generated from a non-linear model