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计算机应用研究 2009
New cloud classifier based on SVM weight vector
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Abstract:
This paper presented a method of support vector machine weight vector to solve the problem of high-dimensional objects classification,and built cloud classifier based on the cloud theory and the SVM weight vector.Set up the attribute model of training by cloud model.Integrated classification model by every attribute model,and attributed weight came from the SVM weight vector.The larger the weight of an attribute was,the more it would make the contribution to classification.On the contrary,it would reduce th...