small change
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@@ -58,8 +58,9 @@ wavelets, splines etc.
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If our feature space is not easy to separate, as shown in the figure
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here, we can achieve a better separation by introducing more complex
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basis functions. The ideal would be, as shown in the next figure, to, via a specific transformation to
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obtain a separation between the classes which is almost linear.
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basis functions. The ideal would be, as shown in the next figure, to,
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via a specific transformation to obtain a separation between the
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classes which is almost linear.
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The change of basis, from $x\rightarrow z=\phi(x)$ leads to the same type of equations to be solved, except that
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we need to introduce for example a polynomial transformation to a two-dimensional training set.
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