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Table 1 Comparison of Isomap and Laplacian Eigenmaps in terms of time consumption

From: Nonlinear dimensionality reduction methods for synthetic biology biobricks’ visualization

 

Isomap

LE

Protein Generators and Primer

7.0s

0.80 s

Protein Generators and Protein domains

6.75s

0.75s

Protein Generators and RBS

3.9s

0.73 s

Primer and Protein domains

6.8s

1.04s

Protein domains and RBS

3.8s

0.70 s

Primer and RBS

3.8s

0.73s

  1. LE denotes Laplacian Eigenmaps