aiacademy: 機器學習 - 實作: ch07 (ensemble methods)

github-aiacademy

Random Forest 1

Random Forest 2

from sklearn.ensemble import RandomForestClassifier

Gradient Boosting Machine (GBM)

Gradient Boosting Machine (GBM) 2

Gradient Boosting Machine (GBM) 3

eXtreme Gradient Boosting (XGBoost)

gradient boosting machine (gbms) 都是以樹為基底