The derivation process of the contrast is so complex, the idea of SVM is so simple. It is no longer tried to like logistic regression fitting sample points added a layer of sigmoid function transform (middle), but to find space in the sample line, in order to judge which line is better, maximizing the geometric interval is introduced.

支持向量机回归算法的研究与应用.pdf

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