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Fig. 1 | Genome Biology

Fig. 1

From: Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease

Fig. 1

Panel overview of NN architectures, each build on top of the shared gene module with increasing complexity. Panel A shows NNlogreg, the simplest architecture connecting the gene neurons G directly to the output, implementing a LogReg of the |G| neurons. Panel B illustrates NNbiosparse with connections between gene neurons G and pathway neurons P based on the KEGG database. The model in panel C, NNdense, adds a fully connected hidden layer to increase model expressiveness

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Genome Biology

ISSN: 1474-760X

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