C++ tools for calculating cluster quality using information-theoretic measures
-
Updated
Apr 23, 2018 - C++
C++ tools for calculating cluster quality using information-theoretic measures
FentonLab's WClust software used for spike sorting
rNVD (reverse normalized Van Dongen index) is a program that allows to calculate the similarity of two clusterings.
Resolution levels clustering merger with filtering and clusters deduplication. Flattens a hierarchy/list of multiple resolutions levels (clusterings) into the single flat clustering (collection), synchronizing the node base and deduplicating.
Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms
Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)
Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) for the multi-resolution clustering with overlaps/covers, standard NMI, clusters labeling
Add a description, image, and links to the clustering-evaluation topic page so that developers can more easily learn about it.
To associate your repository with the clustering-evaluation topic, visit your repo's landing page and select "manage topics."