Statistical Evaluation of UMAP Dimensionality Reductions

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Documentation for package ‘SaturnCoefficient’ version 1.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

calculatesSaturnContinuityTrustworthiness	Function that calculates the Saturn coefficient, trustworthiness score, and the continuity score of a UMAP dimensionality reduction
continuity_score	Function that calculates the continuity score of a UMAP dimensionality reduction
Saturn_coefficient	Function that calculates the Saturn coefficient to quantify the quality of a UMAP dimensionality reduction
trustworthiness_score	Function that calculates the trustworthiness score of a UMAP dimensionality reduction