Research Article
Multiple Linear Regression for Reconstruction of Gene Regulatory Networks in Solving Cascade Error Problems
Table 6
AUROC of selected methods on the M3D datasets of E. coli.
| Methods | References | M3D | Experimental data |
| ANOVA | [10] | 0.798 | One whole network of E. coli | Genie3 | [56] | 0.673 | Pearson | [57] | 0.646 | MRNet | [58] | 0.645 | CLR | [59] | 0.642 | ARACNe | [60] | 0.635 |
| MLR | This article | 0.558 | Predetermined subnetworks that consist of expression data with added cascade motifs |
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Note: the results marked in are reported by [10].
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