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Table 4 The areas under ROC (AUROC) and precision-recall (AUPR) of the Huber group LASSO and the group LASSO for the E.

From: A group LASSO-based method for robustly inferring gene regulatory networks from multiple time-course datasets

Case

Method

AUROC

AUPR

Experiment 1 and 2

SE

0.5588

0.7225

 

Huber

0.7670

0.8649

Experiment 3 and 4

SE

0.5204

0.6801

 

Huber

0.7941

0.8981

All experiment data

SE

0.5588

0.7225

 

Huber

0.7760

0.8756

  1. coli SOS datasets. SE: group LASSO. Huber: Huber group LASSO.
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BMC Systems Biology

ISSN: 1752-0509

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