matlab弹弹球代码-UnifiedPinSVM:它是UnifiedPin-SVMQPP的MATLAB实现,它可以在真正意义上最小化Pinb

上传者: 38501826 | 上传时间: 2022-06-13 15:39:02 | 文件大小: 2.27MB | 文件类型: ZIP
matlab弹球代码统一支持向量机 它是 Unified Pin-SVM QPP 的 MATLAB 实现,它可以真正意义上最小化 Pinball 损失函数,而无需担心其参数 tau 的符号。 题为“评论弹球损失支持向量机”的论文中描述的所有实验结果都可以通过这些代码获得。 以下是通过单击获得题为“评论弹球损失支持向量机”的论文中详述的所有数值结果的步骤。 在 MATLAB 中打开名为“main_2linear.m”的文件。 对于线性内核结果,在第 277 行设置 kernel=1,对于非线性内核结果,设置 kernel=2。 运行代码。 20 个常见基准数据集的数值结果(在题为“评论弹球损失支持向量机”的论文中也有详细说明)将简要显示在命令窗口中。 它还可以存储在 excel 文件 'nonlin_res_pin.xlsx' 中。 论文中使用的所有图都将由一个生成。 文件详细信息 'Unfied_pin_svm.m' 是提议的统一 Pin-SVM 模型的 quadprog 实现。 'pin_svm.m' 是现有 Pin-SVM 模型的 quadprog 实现。 如有任何支持或疑问,请联

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