Statistical Evaluation of UMAP Dimensionality Reductions


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Documentation for package ‘SaturnCoefficient’ version 1.2

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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
three_metrics Function that calculates the Saturn coefficient, trustworthiness score, and the continuity score of a UMAP dimensionality reduction
trustworthiness_score Function that calculates the trustworthiness score of a UMAP dimensionality reduction