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第十二章SVM笔记中的几处错误 #30

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tanjuntao opened this issue Nov 12, 2018 · 6 comments
Closed

第十二章SVM笔记中的几处错误 #30

tanjuntao opened this issue Nov 12, 2018 · 6 comments

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@tanjuntao
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最近在学习SVM,把笔记V5.32中SVM这一章的内容通读了一遍,发现了下面几处小错误,希望作者有时间能够修复这些错误。

  • P174:第二段,我们同样可以看到,当z增大时,也就是相当于θTx增大时,z对应的值会变得非常小。不是z的值变得非常小,而应该是代价函数的值变得非常小。

  • P178:倒数第二段中,反之,如果y = 0,我们观察一下,函数cost0(z),它只有在z <= 1的区间里有函数值为0。不是z <= 1,而应该是z <= -1

  • P186:第二段,这个θTx(i) > = 1 或者θTx(i) < -1的,约束是可以被p(i).x >= 1这个约束所代替的。不是p(i).x >=1而应该是p(i).||θ||

  • P190:第四段中,得到hθ(x) = f1 + f2 + … + fn,应该是hθ(x) = (theta1)f1 + (theta2)f2 + ... + (thetan)fn

@fengdu78
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谢谢,我先看看

@fengdu78
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P179:倒数第二段中,反之,如果y = 0,我们观察一下,函数cost0(z),它只有在z <= 1的区间里有函数值为0。不是z <= 1,而应该是z <= -1。
确实如此,修改了,这里是吴恩达老师讲课时候口误

@fengdu78
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P187:第二段,这个θTx(i) > = 1 或者θTx(i) < -1的,约束是可以被p(i).x >= 1这个约束所代替的。不是p(i).x >=1而应该是p(i).||θ||。
已经修改

@fengdu78
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P190:第四段中,得到hθ(x) = f1 + f2 + … + fn,应该是hθ(x) = (theta1)f1 + (theta2)f2 + ... + (thetan)fn。已经修改

@fengdu78
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都已经更新到新版本笔记

@tanjuntao
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都已经更新到新版本笔记

👍👍👍

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