随机森林是 AdaBoost 的特例吗？
Is Random Forest a special case of AdaBoost?
如果我们在 AdaBoost 算法中使用决策树作为基础估计器有什么区别？
Is Random Forest a special case of AdaBoost?
当然不是；随机森林是 bagging 集成算法的一个案例（bootstrap aggregating), which is different from boosting - check here 的缩写，因为它们的区别。
What is the difference if we use Decision Tree as Base estimator in AdaBoost algorithm ?
你得到的不是随机森林，而是 Gradient Tree Boosting Machine, available in several packages like xgboost (R/Python), gbm (R), scikit-learn (Python) 等等
查看优秀（免费）书籍的第 8 章 An Introduction to Statistical Learning for more, or The Elements of Statistical Learning（数学和理论内容丰富，不适合胆小的人）...
如果我们在 AdaBoost 算法中使用决策树作为基础估计器有什么区别？
Is Random Forest a special case of AdaBoost?
当然不是；随机森林是 bagging 集成算法的一个案例（bootstrap aggregating), which is different from boosting - check here 的缩写，因为它们的区别。
What is the difference if we use Decision Tree as Base estimator in AdaBoost algorithm ?
你得到的不是随机森林，而是 Gradient Tree Boosting Machine, available in several packages like xgboost (R/Python), gbm (R), scikit-learn (Python) 等等
查看优秀（免费）书籍的第 8 章 An Introduction to Statistical Learning for more, or The Elements of Statistical Learning（数学和理论内容丰富，不适合胆小的人）...