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# Summary
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HDBSCAN: Hierarchical Density-Based Spatial Clustering of Applications with Noise.
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HDBSCAN: Hierarchical Density-Based Spatial Clustering of Applications with Noise
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\cite{campello2013density}, \cite{campello2015hierarchical}.
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Performs DBSCAN over varying epsilon values and integrates the result to find a
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clustering that gives the best stability over epsilon. This allows HDBSCAN to
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find clusters of varying densities (unlike DBSCAN), and be more robust to parameter
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selection. The library also includes support for Robust Single Linkage clustering,
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GLOSH outlier detection, and tools for visualizing and exploring cluster structures.
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selection. The library also includes support for Robust Single Linkage clustering
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\cite{chaudhuri2014consistent}, \cite{chaudhuri2010rates},
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GLOSH outlier detection\cite{campello2015hierarchical}, and tools for visualizing
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and exploring cluster structures.
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Finally support for prediction and soft clustering is also available.
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-![Example clusterign results.](hdbscan_clustering_result.png)

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