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1 feature argmax - PowerPoint PPT Presentation

Dimensionality reduction

Dimensionality reduction. CISC 5800 Professor Daniel Leeds. The benefits of extra dimensions. Finds existing complex separations between classes. The risks of too-many dimensions. High dimensions with kernels over-fit the outlier data Two dimensions ignore the outlier data.

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1 feature argmax - PowerPoint PPT Presentation

Dimensionality reduction