.. index:: single: hdbscan_clusterer .. _hdbscan_clusterer/0:

.. rst-class:: right

object

hdbscan_clusterer

HDBSCAN clusterer for continuous datasets using a mutual-reachability hierarchy, condensed tree pruning, and stability-based cluster selection.

| Availability: | logtalk_load(hdbscan_clusterer(loader))

| Author: Paulo Moura | Version: 1:0:0 | Date: 2026-05-06

| Compilation flags: | static, context_switching_calls

| Imports: | public :ref:`clusterer_common <clusterer_common/0>` | Uses: | :ref:`format <format/0>` | :ref:`list <list/0>` | :ref:`numberlist <numberlist/0>` | :ref:`pairs <pairs/0>` | :ref:`type <type/0>` | :ref:`union_find <union_find/0>`

| Remarks: | (none)

| Inherited public predicates: |  :ref:`clusterer_protocol/0::check_clusterer/1`  :ref:`options_protocol/0::check_option/1`  :ref:`options_protocol/0::check_options/1`  :ref:`clusterer_protocol/0::cluster/3`  :ref:`clusterer_protocol/0::clusterer_options/2`  :ref:`options_protocol/0::default_option/1`  :ref:`options_protocol/0::default_options/1`  :ref:`clusterer_protocol/0::diagnostic/2`  :ref:`clusterer_protocol/0::diagnostics/2`  :ref:`clusterer_protocol/0::export_to_clauses/4`  :ref:`clusterer_protocol/0::export_to_file/4`  :ref:`clusterer_protocol/0::learn/2`  :ref:`clusterer_protocol/0::learn/3`  :ref:`options_protocol/0::option/2`  :ref:`options_protocol/0::option/3`  :ref:`clusterer_protocol/0::print_clusterer/1`  :ref:`clusterer_protocol/0::valid_clusterer/1`  :ref:`options_protocol/0::valid_option/1`  :ref:`options_protocol/0::valid_options/1`  

.. contents:: :local: :backlinks: top

Public predicates

(no local declarations; see entity ancestors if any)

Protected predicates

(no local declarations; see entity ancestors if any)

Private predicates

(no local declarations; see entity ancestors if any)

Operators

(none)

.. seealso::

:ref:`clusterer_protocol <clusterer_protocol/0>`, :ref:`clustering_dataset_protocol <clustering_dataset_protocol/0>`, :ref:`dbscan_clusterer <dbscan_clusterer/0>`, :ref:`optics_clusterer <optics_clusterer/0>`