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Kernel K-Means

Kernel K-Means. Rebecca Nugent 4/21/2004. Kernel Methods Reminder. Notation. Kernel K-Means. Kernel Matrix and the Number of Clusters. Potential Problems with Kernel K-means. Traditional K-means vs. their scheme

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Kernel K-Means

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  1. Kernel K-Means Rebecca Nugent 4/21/2004

  2. Kernel Methods Reminder

  3. Notation

  4. Kernel K-Means

  5. Kernel Matrix and the Number of Clusters

  6. Potential Problems with Kernel K-means

  7. Traditional K-means vs. their scheme • Both were forced to do 20 iterations • If Kernel k-means was used for clustering, compute kernel time would be scheme # times 20

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