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Kernel k - PowerPoint PPT Presentation

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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874 views • 34 slides

Support Vector Machines

Support Vector Machines. Perceptron Revisited:. y( x ) = sign( w . x + b ). Linear Classifier:. w . x + b > 0. w . x + b = 0. w . x + b < 0. Which one is the best?. d. Notion of Margin. Distance from a data point to the boundary:

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394 views • 25 slides

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Kernel k - PowerPoint PPT Presentation

Kernel K-Means

Support Vector Machines