PLSCAN automatically selects the minimum cluster size in HDBSCAN* by ranking leaf clusters by persistence across all sizes, achieving higher average ARI (0.72 vs 0.58) and lower sensitivity to k on 17 benchmark datasets.
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Persistent Multiscale Density-based Clustering
PLSCAN automatically selects the minimum cluster size in HDBSCAN* by ranking leaf clusters by persistence across all sizes, achieving higher average ARI (0.72 vs 0.58) and lower sensitivity to k on 17 benchmark datasets.