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Table 1 Overall Scores of AUROC and AUPR on the integrated benchmark dataset

From: BTNET : boosted tree based gene regulatory network inference algorithm using time-course measurement data

 

AUPR

  

AUROC

  
 

Avg

Std

Avg rank

Avg

Std

Avg rank

BTNET-GB

0.453

0.216

3.7

0.668

0.108

3.6

BTNET-AB

0.445

0.237

4.3

0.645

0.142

4.7

GENIE3-time_RF

0.43

0.227

4.3

0.652

0.142

3.8

BGRMI

0.419

0.304

5.4

0.596

0.261

5.6

Jump3

0.397

0.244

5.1

0.63

0.113

5.5

Inferelator

0.39

0.27

5.6

0.611

0.111

5.3

GENIE3-time_ET

0.381

0.2

5.7

0.606

0.153

6

DDGni

0.346

0.217

7.75

0.621

0.099

7.125

CLR-lag

0.344

0.212

7

0.563

0.17

7.1

TSNI

0.343

0.226

7

0.564

0.142

7

time-delayed ND

0.259

0.165

9.5

0.476

0.122

9.3