K-subspaces

K-subspaces provides the k-means like clustering.
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Aktualisiert 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.

Zitieren als

Masayuki Tanaka (2024). K-subspaces (https://www.mathworks.com/matlabcentral/fileexchange/37353-k-subspaces), MATLAB Central File Exchange. Abgerufen .

Kompatibilität der MATLAB-Version
Erstellt mit R2012a
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Version Veröffentlicht Versionshinweise
1.0.0.0