黄颖 李伟 刘发升
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摘要： 对现有的模糊支持向量机进行分析，提出一种改进的模糊支持向量机算法——双隶属度模糊支持向量机法（DMFSVM）。在传统的模糊支持向量机模型中，每一个训练样本的隶属函数中只有一个隶属度，而DMFSVM中每一个训练样本拥有两个隶属度。它既能保持传统模糊支持向量机的优点，又能充分利用有限样本，增加其分类推广能力。实验表明该算法较好地提高了分类精度。
