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Fig. 3. | BMC Biology

Fig. 3.

From: Predicting the hosts of prokaryotic viruses using GCN-based semi-supervised learning

Fig. 3.

An example of the GCN structure in HostG. Circles represent virus nodes and triangles represent host nodes. Red color represent genus Enterobacter and blue color represent genus Geobacillus. White color represent query viruses. Arrows in each layer represent the graph convolution process in each layer. In the train mode, only labeled nodes will be used to minimize the loss. In the test mode, GCN will predict labels for the query node

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