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COR

C Clustering

Correlation-Based Distance

Direction

Higher is Better

Value Range

[0, 1]

Category

Clustering

Agreement with reference labels

Description

Measure based on Pearson correlation of latent representations

Mathematical Formula

Uses pairwise correlations between cell latent vectors

Interpretation Guide

Measures biological structure preservation in latent space through correlation patterns.

Related Metrics

Other metrics in the Clustering category

NMI

↑

Measures the mutual information between predicted clusters and true labels, normalized by the entropy of the two distributions

ARI

↑

Similarity between predicted and true clusters adjusted for chance

ASW

↑

Average silhouette coefficient measuring cluster cohesion and separation