k-means++

Cluster multivariate data using the k-means++ algorithm.

Version 1.7.0 (1.7 KB)
14.4K Downloads
(22)
8 Feb 2013
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Cite As

Laurent S (2026). k-means++ (https://www.mathworks.com/matlabcentral/fileexchange/28804-k-means), MATLAB Central File Exchange. Retrieved .

Acknowledgements

Inspired by: Kmeans Clustering

Inspired: kmeans_varpar(X,k), Sparsified K-Means

Categories

Find more on Statistics and Machine Learning Toolbox in Help Center and MATLAB Answers

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
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Version Published Release Notes
1.7.0

Fixed bug with 1D datasets (thanks Xiaobo Li).
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1.6.0

Improved handling of overclustering (thanks Sid S) and added a screenshot.
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1.5.0

Small bugfix.
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1.4.0

Removed dependency on randi for R2008a or lower (thanks Cassie).
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1.3.0

Even faster, even less code and also fixed a few small bugs.
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1.0.0

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