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LSSVM

于 2022-03-01 发布 文件大小:788.56 kB
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1《基于最小二乘支持向量机的压力传感器温度补偿》    1)正规化参数C和RBF和函数的参数决定了 LS- SVM的学习能力和函数逼近能力。本文用自适应参数优化 的方法来整定这 2个参数[7 ]。。其优化步骤是先分别确定这 2 个参数的取值范围,然后将这 2个取值范围分别 m和 n等 份,构成 m × n对参数,再将生成的参数对应用于 LS2 S VM学 习,取最小学习误差对应的参数对为最优参数。如果误差精度达 不到要求,则以当前最优参数对为中心缩小取值范围重 复以上步骤,继续优化参数,直至达到所要求的误差精度。

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