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unif_norm

于 2021-04-09 发布 文件大小:1KB
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代码说明:

  均匀分布检验,亦可运用到其他分布检验。服从多种分布时,通过比较统计量的大小最终确定分布形式。(Uniformly distributed testing, can also be applied to other distribution test. Subject to a variety of distributions, by comparing the statistics to determine the size of the final distribution of the form.)

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unif_norm.m

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    在混合高斯模型参数估计方法上有很多方法,例如最大似然函数的EM算法,但是该算法容易出现过拟合,故本文提出了一个变分EM的算法来对参数进行估计,可以避免EM算法中的不足。 下面的示例文件中说明了使用下面的示例文件说明了用法 examplevbem,VBEM M示例文件 faithful.txt数据集为例(The parameters of Gauss mixture model estimation method has a lot of methods, such as the maximum likelihood function of EM algorithm, but the algorithm is prone to overfitting, so this paper proposes a variational EM algorithm to estimate the parameters, can avoid the shortcomings of the EM algorithm in the. The following example file illustrates the use of the following sample file Examplevbem, VBEM, M sample files Faithful.txt data set as an example)
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