Support Vector Machine (SVM) as an approach of machine learning, has made a rapid progress in theoretic research and practical application. Support vector machine has successfully resolved regression with its calculation advantages and applicable feasibility. This paper presents the Support Vector Regression (SVR) with the datasets of sunspot based on Spider. And it also reaches the aim of prediction about sunspot.
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