Thursday, May 10, 2018

Machine Learning Paper(一):SVM

Machine Learning Paper(一):SVM

2018/05/10



-----


Fig. 1. Maximum margin linear decision function D(x), p. 146 [1].

-----






-----



-----



-----

References

[1] Boser, Bernhard E., Isabelle M. Guyon, and Vladimir N. Vapnik. "A training algorithm for optimal margin classifiers." Proceedings of the fifth annual workshop on Computational learning theory. ACM, 1992.
http://webmail.svms.org/training/BOGV92.pdf

[2] 支援向量機 - 維基百科,自由的百科全書
https://zh.wikipedia.org/wiki/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA

[3] [資料分析&機器學習] 第3.4講:支援向量機(Support Vector Machine)介紹 – Yeh James – Medium
https://medium.com/@yehjames/%E8%B3%87%E6%96%99%E5%88%86%E6%9E%90-%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92-%E7%AC%AC3-4%E8%AC%9B-%E6%94%AF%E6%8F%B4%E5%90%91%E9%87%8F%E6%A9%9F-support-vector-machine-%E4%BB%8B%E7%B4%B9-9c6c6925856b

[4] 機器學習技法 學習筆記 (2):Support Vector Machine (SVM) - YC Note
http://www.ycc.idv.tw/YCNote/post/30

[5] 我所理解的 SVM(支持向量机)- 1
https://zhuanlan.zhihu.com/p/22400898

[6] 支持向量机(SVM)是什么意思? - 知乎
https://www.zhihu.com/question/21094489

[7] Support Vector Machines
http://beta.cambridgespark.com/courses/jpm/05-module.html

[8] 16. Learning  Support Vector Machines - YouTube
https://www.youtube.com/watch?v=_PwhiWxHK8o

[9] Lecture 14 - Support Vector Machines - YouTube
https://www.youtube.com/watch?v=eHsErlPJWUU

[10] 4.3 Support Vector Machines - Machine Learning Class 10-701 - YouTube
https://www.youtube.com/watch?v=bsbpqNIKQzU

No comments: