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4. Non-parsimonious core methods
The correct use of kernels is linked to a representation technique that enables us to move from an initial "functional" formulation (where the space of hypotheses is a set of functions of type
) to a second formulation, this time vector-based, showing, for each example, a coefficient representing the influence of this point in the solution. To illustrate this principle, let's take the example of interpolation splines.
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Non-parsimonious core methods
Parsimonious core methods
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