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Fig. 4 | BMC Bioinformatics

Fig. 4

From: Efficient link prediction in the protein–protein interaction network using topological information in a generative adversarial network machine learning model

Fig. 4

Visualizations of results: modified breadth-first search (BFS) coverage and predictions. Coverage of network representing an example truncated human protein–protein interaction (PPI) training dataset (N90) achieved by modified BFS. Node size and color intensity represent the frequency of occurrence of the given node in induced subgraphs assessed by the modified BFS (A). Human PPI network with green edges denoting the top predicted interactions to complete the truncated N90 network to an N100 network (B). Only network components covered by modified BFS are shown in these representations (giant component and appropriately sized isolated components). See Additional file 2: Fig. S5 for high-resolution image of the representative initial full network with node annotation

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BMC Bioinformatics

ISSN: 1471-2105

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