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psosvm

于 2011-11-18 发布 文件大小:5KB
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  一种利用稻田算法来优化支持向量机的程序,能实现支持向量机的参数优化(algorithm Using a paddy field to optimization support vector machine procedure, can realize the support vector machine parameters optimization)

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  • @smosvctutor
    非平衡数据集的分类问题经常出现在许多实际应用中.支持向量机在处理这一类问题时,整体分类性能比较低.为此,Veropoulos提出的采用不同惩罚系数的改进算法可以较好的解决此类问题.此外,可以利用序列最小优化算法简单快速的解决上述优化问题.(Non-equilibrium data sets classification problems often appear in many practical applications. Support Vector Machine in dealing with this type of issue, the overall classification performance is relatively low. To this end, Veropoulos proposed punishment coefficient using different algorithms can improve the better solution such issues. In addition, can use the Sequential Minimal Optimization algorithm is simple and fast solution to the above optimization problem.)
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  • san123
    it is code for matlab..........................
    2009-11-17 02:02:25下载
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    2011-11-28 12:32:40下载
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