Enhanced Mode Clustering

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.