Output | Workflows Output Tabs | Embedding

Embedding
The Embedding tab shows the results of both tSNE and UMAP analyses. The Action Button enables you to toggle between the tSNE and the UMAP results.
Each analysis generates the same pair of plots.
Please refer to van der Maaten and Hinton (2008)1, van der Maaten (2014)2, and MacInnes and Healy (2018)3 for more information.
The plots for each analysis are shown below:
tSNE Plots
The tSNE plots are surfaced by default.
UMAP Results
The UMAP plots are surfaced when you click UMAP.
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1
L.J.P. van der Maaten and G.E. Hinton. (2008) Visualizing High-Dimensional Data Using t-SNE. J. Machine Learning Res. 9:2579-2605.

2
L.J.P. van der Maaten. (2014) Accelerating t-SNE using Tree-Based Algorithms. J. Machine Learning Res. 15:3221-3245.

3
L. MacInnes and J. Healy. (2018) UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction. arXiv:1802.03426.