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tSNE_Overall

📊 Embedding Quality (UMAP & t-SNE)

t-SNE Overall Embedding Quality

Direction

Higher is Better

Value Range

[0, 1]

Category

Embedding Quality (UMAP & t-SNE)

Visualization quality via coranking analysis

Description

Comprehensive t-SNE quality combining distance correlation, local and global preservation

Mathematical Formula

mean(distance_correlation, Q_local, Q_global)

Interpretation Guide

≥0.8 = excellent, ≥0.6 = good, ≥0.4 = moderate, <0.4 = poor. Holistic t-SNE quality measure.

Related Metrics

Other metrics in the Embedding Quality (UMAP & t-SNE) category