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wepe committed Sep 9, 2015
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###github不支持Latex,公式显示不了,请查看[博文](http://blog.csdn.net/u012162613/article/details/48323777)


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朴素贝叶斯(Naive Bayes)是一种简单的分类算法,它的经典应用案例为人所熟知:文本分类(如垃圾邮件过滤)。很多教材都从这些案例出发,本文就不重复这些内容了,而把重点放在理论推导(其实很浅显,别被“理论”吓到),三种常用模型及其编码实现(Python)。

如果你对理论推导过程不感兴趣,可以直接逃到三种常用模型及编码实现部分,但我建议你还是看看理论基础部分。
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- [维基百科Sex classification](https://en.wikipedia.org/wiki/Naive_Bayes_classifier#Sex_classification)
- [朴素贝叶斯的三个常用模型:高斯、多项式、伯努利](http://www.letiantian.me/2014-10-12-three-models-of-naive-nayes/)
- [朴素贝叶斯分类器的应用](http://www.ruanyifeng.com/blog/2013/12/naive_bayes_classifier.html)
- [数学之美番外篇:平凡而又神奇的贝叶斯方法](http://blog.csdn.net/pongba/article/details/2958094)
- [数学之美番外篇:平凡而又神奇的贝叶斯方法](http://blog.csdn.net/pongba/article/details/2958094)

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