RF vs XGB/LGBM Case Walkthrough Random Forest vs XGBoost: Which One Should You Actually Use? (IvyProSchool) Watch: https://www.youtube.com/watch?v=HKtHezjnncQ (6:04)
Notes
Bagging vs boosting framing; RF vs XGB use cases, performance + data-handling comparison. Apply to campaign-response data: compare, then calibrate before deciding.
Key moments
0:00 Intro; 0:33 Bagging vs Boosting; 1:16 RF use case; 1:49 XGB use case; 2:26 Performance; 3:02 Data handling; 4:15 Final comparison; 5:31 Best approach.