Metrics 0.4.0 homogeneity - CyrilB1531/lodestar GitHub Wiki

Lodestar.Metrics 0.4.0. This page is frozen at that release. Read the current documentation for what main says now. A link to a decision or a migration page follows main, and leaves the archive.

Home › Clustering metrics

Homogeneity

Not corrected for chance, and not symmetric. Giving every sample its own cluster scores 1, which is why this number alone never justifies a clustering — AdjustedRand is what sees through that case.

Members

Member What it does
Homogeneity.Score Whether each cluster holds samples of a single class.