Gray theory is the eighties of last century developed a new discipline, it not only contains the known information they contain unknown or non-identifying information to predict the system. Support Vector Machine (SVM) is based on statistical learning theory of new learning machine, in data mining has a wide range of applications.本文首先探讨了支持向量机与灰色理论实现的基本原理，介绍了灰色GM(1,1)模型的构建过程，并将灰色GM(1,1)模型应用于支持向量机模型的构建，最后通过an example of the validity of the model validation

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