Enhanced Mode Clustering
Yen‐Chi Chen, Christopher R. Genovese, Larry Wasserman · arXiv (Cornell University) · 2014
Mode clustering is a nonparametric method for clustering that defines clusters as the basins of attraction of a density estimator’s modes. We provide several enhancements to mode clustering: (i) a “soft ” cluster assignment, (ii) a measure of connectivity between clusters, and (iii) an approach to visualizing the clusters.