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Exploring Interaction Effects and S-Learners
Sept. 4, 2023, midnight | r on Everyday Is A School Day
R-bloggers www.r-bloggers.com
Interaction adventures through simulations and gradient boosting trees using the S-learner approach. I hadn’t realized that lightGBM and XGBoost could reveal interaction terms without explicit specification. Quite intriguing!
picture resembles interaction 🤣
Objectives:
What is interaction?
Simulate interaction
Visualize interaction
True Model ✅
Wrong Model ❌
What is S Learner?
What is ...
Continue reading: Exploring Interaction Effects and S-Learners
boosting effects gradient lightgbm r bloggers reading simulations terms through trees true xgboost
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