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mutli-output

于 2016-03-05 发布 文件大小:5KB
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代码说明:

  多输出的支持向量机matlab代码, 常规的svm是单输出,这个是多输出( Standard SVR formulation only considers the single-output problem. In the case of several output variables, other methods (neural networks, kernel ridge regression) must be deployed, but the good properties of SVR are lost: hinge-loss function and sparsity. The proposed model M-SVR extends the single-output SVR by taking into account the nonlinear relations between features but also among the output variables, which are typically inter-dependent. )

文件列表:

assessment.m,4689,2010-09-15
kernelmatrix.m,1642,2010-09-15
multliple-output-tsvr.m,4275,2010-09-15
scale.m,198,2010-09-15

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