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K-subspaces

version 1.0.0.0 (4.2 KB) by Masayuki Tanaka
K-subspaces provides the k-means like clustering.

1.1K Downloads

Updated 29 Jun 2012

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The K-subspaces provides the k-means like clustering.
As same as the k-means clustering, subspaces are randomly initialized.
Then, data are classified based on the distance to the subspaces. Actually, the inner products are evaluated instead of the distance. The subspaces are updated based on the PCA with the clustered data.
These processes are iteratively applied to obtained the subspaces and clustering results.

Cite As

Masayuki Tanaka (2021). K-subspaces (https://www.mathworks.com/matlabcentral/fileexchange/37353-k-subspaces), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2012a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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