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Ex. 14.2 about esl-cn HOT 4 CLOSED

szcf-weiya avatar szcf-weiya commented on August 23, 2024
Ex. 14.2

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szcf-weiya avatar szcf-weiya commented on August 23, 2024

点击图片可以旋转图片。
106458346

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szcf-weiya avatar szcf-weiya commented on August 23, 2024

1503182160

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szcf-weiya avatar szcf-weiya commented on August 23, 2024

仿照算法8.1写出下图的算法,点击图片可以进行旋转。
1802149922

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szcf-weiya avatar szcf-weiya commented on August 23, 2024

对于第三问

sigma给定并趋于0时,EM中的初始化相当于对k个类的均值进行初始化,这与k-means中给定一个初始化的分割计算均值是类似的。

在EM的E步计算responsibilities时,也就是考虑每个类对观测点的影响,然后在M步通过加权求均值产生新的均值;这与k-menas中每个点选择其最近的均值点然后重新计算类的均值点是类似的。

最后两个算法都采用迭代来得到最终的均值(均值点)估计。

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