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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