Figure 3 | Scientific Reports

Figure 3

From: Predicting type 2 diabetes via machine learning integration of multiple omics from human pancreatic islets

Figure 3

Type 2 diabetes (T2D) prediction. (a) Consensus across Omics PLS space visualization of 110 samples, including 32 T2D cases and 78 controls. Tips of the arrows demonstrate the position of samples according to individual Omics, while the centroids depict a consensus across the Omics position of each sample. (b) Demonstration of the linear decision boundary that DIABLO integrative Omics PLS classifier learns on the train samples (open circles), and projection of the test samples (filled circles) onto the latent PLS space that is consensus/averaged across the multiOmics.

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