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tSNE_Dist

📊 Embedding Quality (UMAP & t-SNE)

t-SNE Distance Correlation

Direction

Higher is Better

Value Range

[-1, 1]

Category

Embedding Quality (UMAP & t-SNE)

Visualization quality via coranking analysis

Description

Spearman correlation between latent space and t-SNE-reduced pairwise distance matrices

Mathematical Formula

ρ = spearmanr(D_latent.flatten(), D_tsne.flatten())

Interpretation Guide

Measures global structure preservation in t-SNE visualization. 1 = perfect distance rank preservation.

Related Metrics

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