class: center, middle, inverse, title-slide # LightGBM:A Highly Efficient Gradient Boosting Decision Tree ### 王太峰 [徐静 整理] ### 2018/10/05 --- ![](img/1.png) --- class: center, middle ![](img/2.png) --- class: center, middle ![](img/3.png) --- class: center, middle ![](img/4.png) --- class: center, middle ![](img/5.png) --- class: center, middle ![](img/6.png) --- class: center, middle ![](img/7.png) --- class: center, middle ![](img/8.png) --- class: center, middle ![](img/9.png) --- class: center, middle ![](img/10.png) --- class: center, middle ![](img/11.png) --- class: center, middle ![](img/12.png) --- class: center, middle ![](img/13.png) --- class: center, middle ![](img/14.png) --- class: center, middle ![](img/15.png) --- class: center, middle ![](img/16.png) --- class: center, middle ![](img/17.png) --- class: center, middle ![](img/18.png) --- class: center, middle ![](img/19.png) --- class: center, middle ![](img/20.png) --- class: center, middle ![](img/21.png) --- class: center, middle ![](img/22.png) --- class: center, middle ![](img/23.png) --- class: center, middle ![](img/24.png) --- class: center, middle ![](img/25.png) --- class: center, middle ![](img/26.png) --- class: center, middle ![](img/27.png) --- class: center, middle ![](img/28.png) --- class: center, middle ![](img/29.png) --- class: center, middle ![](img/30.png) --- class: center, middle ![](img/31.png) --- class: center, middle ![](img/32.png) --- class: center, middle ![](img/33.png) --- class: center, middle ![](img/34.png) --- class: center, middle ![](img/35.png) --- class: center, middle ![](img/36.png) --- class: center, middle ![](img/37.png) --- class: center, middle ![](img/38.png) --- class: center, middle ![](img/39.png) --- class: center, middle ![](img/40.png) --- class: center, middle ![](img/41.png) --- class: center, middle ![](img/42.png) --- class: left, middle ## 参考资料 [1].[LightGBM: A Highly Efficient Gradient Boosting Decision Tree](http://papers.nips.cc/paper/6907-lightgbm-a-highly-efficient-gradient-boosting-decision-tree) [2].[lightGBM视频教程](https://v.qq.com/x/page/k0362z6lqix.html) [3].[lightGBM-CN](http://lightgbm.apachecn.org/cn/latest/index.html) [4].[论文解读1](https://blog.csdn.net/u010242233/article/details/79769950) [5].[论文解读2](https://blog.csdn.net/u014411730/article/details/78816859) [6].[论文解读3](https://blog.csdn.net/shine19930820/article/details/79123216) --- class: center, middle ![](img/43.png)