SaturnCoefficient

cranv1.6

Statistical Evaluation of UMAP Dimensionality Reductions. A metric expressing the quality of a UMAP layout. This is a package that contains the Saturn_coefficient() function that reads an input matrix, its dimensionality reduction produced by UMAP, and evaluates the quality of this dimensionality reduction by producing a real value in the [0; 1] interval.

License GPL-3strong copyleft0 versions1 maintainers4 deps57 weekly dl
davidechicco/SaturnCoefficient_R_package
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safe to use

[email protected] is safe to use (health: 47/100)

Health breakdown0 – 100
20/25
maintenance
0/20
popularity
25/25
security
0/15
maturity
2/15
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0
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Dependencies (4)
MatrixCorrelationProjectionBasedClusteringstatsumap
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First published · 2026-02-16 01:49:00

Last updated · 2026-02-10T08:40:11+00:00