孪生支持向量机的一个变种——模糊孪生支持向量机. 该工具箱的功能当前主要用于解决含有异常样本的分类问题. 下载链接 CDFTSVM Toolbox.
CDFTSVM has two distinguished advantages
(1) An effectivefuzzy membership function is produced for removing the noiseincurred by the contaminant inputs.
(2) A coordinate descent strategy with shrinking by active set is used to deal with the computational complexity brought by the high dimensional input.
CDFTSVM demo shows
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