特征工程

àì夳堔傛蜴生んèń 2022-06-01 05:46 182阅读 0赞

[不会做特征工程的 AI 研究员不是好数据科学家！上篇 - 连续数据的处理方法][AI _ -]

[不会做特征工程的 AI 研究员不是好数据科学家！下篇 - 离散数据的处理方法][AI _ - 1]

[特征处理（Feature Processing）][Feature Processing]

[【机器学习】特征工程七种常用方法][Link 1]

[离散化特征的方法][Link 2]

[特征工程之连续特征与离散特征处理方法介绍][Link 3]

[连续特征的离散化的意义][Link 4]

[特征工程--特征离散化的意义][--]

特征交叉

[特征工程中的特征交叉究竟是什么?][Link 5]

hash

[特征哈希（Feature Hashing）][Feature Hashing]

embedding

[深度学习：Embedding][Embedding]

特征归一化

[关于归一化][Link 6]

特征选择

[特征选择][Link 7]

[卡方检验用于特征提取][Link 8]

http://blog.csdn.net/shenxiaoming77/article/category/5906159

[AI _ -]: https://mp.weixin.qq.com/s?__biz=MjM5ODU3OTIyOA==&mid=2650669244&idx=1&sn=e8f5f6a580828f57f1804a0e28d06b30&chksm=bec23dcf89b5b4d9a5868342a26ea241cbda0b437f75d93400fa6a2164376af943aec7ef7649&mpshare=1&scene=1&srcid=0127x8Hi36t6MXWl8FGUkY6c#rd
[AI _ - 1]: https://mp.weixin.qq.com/s?__biz=MjM5ODU3OTIyOA==&mid=2650669259&idx=1&sn=38d7172554a340fe3526675531a003e0&chksm=bec23db889b5b4ae9ae72452f171631bed350e17c9aa3b47714e69f955db0ed314dd72ce3ced&scene=0#rd
[Feature Processing]: http://breezedeus.github.io/2014/11/15/breezedeus-feature-processing.html
[Link 1]: http://blog.csdn.net/hereiskxm/article/details/73551197
[Link 2]: http://blog.csdn.net/kl1411/article/details/74079976
[Link 3]: http://blog.csdn.net/shenxiaoming77/article/details/51121897
[Link 4]: http://blog.csdn.net/shenxiaoming77/article/details/72600527
[--]: http://blog.csdn.net/wang1127248268/article/details/77341977
[Link 5]: https://www.zhihu.com/question/63593481
[Feature Hashing]: http://blog.csdn.net/wanglyPKU/article/details/51859398
[Embedding]: http://blog.csdn.net/pipisorry/article/details/76095118
[Link 6]: http://blog.csdn.net/zhoujunbuaa/article/details/50300581
[Link 7]: http://blog.csdn.net/coffee_cream/article/details/61423223
[Link 8]: http://blog.csdn.net/shenxiaoming77/article/details/51473986