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The Art of Statistics: Learning from Data, by David Spiegelhalter

Support vector machines try to find linear combinations of features that best split the different outcomes.

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The Art of Statistics: Learning from Data

The Art of Statistics: Learning from Data

by David Spiegelhalter

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