Why Random Forest Needs to Be This Random
中文摘要
本文通过公式和实验证明，随机森林的随机性至关重要，因为单纯的 Bagging 存在增加树的数量也无法突破的性能瓶颈。
English Summary
This post uses equations and experiments to show why Random Forest's randomness is vital, proving that standard bagging has performance limits that more trees cannot overcome.
Original Excerpt
Bagging hits a wall no amount of trees can break — here's the equation that explains why, and the experiment that proves it The post Why Random Forest Needs to Be This Random appeared first on Towards Data Science.