view linearKernel.m @ 3:ace890ed0ed9 default tip

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author Jordi Gutiérrez Hermoso <jordigh@octave.org>
date Sat, 10 Dec 2011 15:56:02 -0500
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function sim = linearKernel(x1, x2)
%LINEARKERNEL returns a linear kernel between x1 and x2
%   sim = linearKernel(x1, x2) returns a linear kernel between x1 and x2
%   and returns the value in sim

% Ensure that x1 and x2 are column vectors
x1 = x1(:); x2 = x2(:);

% Compute the kernel
sim = x1' * x2;  % dot product

end