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. 2023 Jun 28;13:10483. doi: 10.1038/s41598-023-37569-0

Table 2.

The clustering results in a summary of the various learned manifolds using DBScan as a clustering method.

Manifold Epsilon Minimum Silhouette Rand
Type Dim’s Samples Score Index
t-SNE 2 1.15 3 0.44 0.6
UMAP 2 0.65 20 0.44 0.26
MDS 2 0.30 30 − 0.05 0.08
Autoencoder 2 0.05 30 − 0.04 0.15

Significant values are in [bold].