What is the classification for Support Vector Machines?


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Based on izuchaemogo material, understand that the classes are separated by a hyperplane, and those elements which are closer to it and have oporniki vectors. But here is how the program determines what class she needed? For example, there are several animal species how to choose the right class? To take all control points and compare them with input data?
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initial weights randomly you can give, ie randomly to determine which class to you, for the current weights. then still you change the configuration space of the hyperplane adjusting it for the desired result, so it was more correct answers, through the feedback mechanism)
well, in General, the classical scheme, where the starting values have no special significance, the result will still be the same.
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