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Integrative approach for inference of gene regulatory networks using lasso-based random featuring and application to psychiatric disorders

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Figure

Fig. 1 Example of network structures. a Feed-forward loops and bCascades. When G3 is a target gene, G1→G3 and G2→G3 of Cascadesare indirect and direct regulations respectively
Fig. 2 Overview of IMLARF and an example of LARF.(G2random features are selected without sparsity sincefeatures (blue-colored cells) is decreased
Fig. 4 Mean and standard deviation of AUROC with differentparameters and 10 iterations of experiments for 50-gene Yeast1network
Fig. 5 ROC of the methods (a) without and (b) with gene deletion information in 10-gene network
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