回归树|GBDT|Gradient Boosting|Gradient Boosting Classifier
已经好久没写了,正好最近需要做分享所以上来写两篇,这篇是关于决策树的,下一篇是填之前SVM的坑的。
参考文献:
- http://stats.stackexchange.com/questions/5452/r-package-gbm-bernoulli-deviance/209172#209172
- http://stats.stackexchange.com/questions/157870/scikit-binomial-deviance-loss-function
- http://scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html
- http://www.ccs.neu.edu/home/vip/teach/MLcourse/4_boosting/slides/gradient_boosting.pdf
- http://wenku.baidu.com/link?url=RY7xuKESw-lQ5pKfU_Ip-GDoNh4CFd1Twnr3w2JwyGNDu6W4qdPSyGNTWaibsYTtLU2XDPU9UfTF0bYvF41fMSa_yhWphe4ZawAfpUnMg1W
- https://en.wikipedia.org/wiki/Gradient_boosting