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. 2019 Jun 20;20(Suppl 12):313. doi: 10.1186/s12859-019-2834-1

Fig. 1.

Fig. 1

Gaussian smoothing methods for semi-supervised learning. aSINKSOURCE uses negative (red) and positive(blue) node labels. bSINKSOURCE+ uses only positive labels and introduces a single negative (dashed red node) with λ-weighted edges to all unlabeled nodes (dashed edges). cPSEUDO-SINKSOURCE+ combines SINKSOURCE and SINKSOURCE+ with a λ-weighted sink node and negative node labels