[DOC] Improve documentation of DBSCAN memory use#28493
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jeremiedbb merged 1 commit intoscikit-learn:mainfrom Feb 21, 2024
Merged
[DOC] Improve documentation of DBSCAN memory use#28493jeremiedbb merged 1 commit intoscikit-learn:mainfrom
jeremiedbb merged 1 commit intoscikit-learn:mainfrom
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Original DBSCAN only queries one point at a time. It is a scikit-learn limitation that the bulk query may use quadratic memory.
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Original DBSCAN only queries one point at a time.
It is a scikit-learn limitation that the bulk query may use quadratic memory.
A better documentation of the memory is already found below, in the Notes:
scikit-learn/sklearn/cluster/_dbscan.py
Lines 129 to 133 in 070fe3b
Funnily, the incorrect "DBSCAN needs quadratic memory" claim was introduced later, in #26783