Testing Super Learner’s Coverage – A Note To Myself

R-bloggers 2026-01-04

Summary:

Testing Super Learner with TMLE showed some interesting patterns 🤔 XGBoost + random forest only hit ~54% coverage, but tuned xgboost + GLM reached ~90%. Seems like pairing flexible learners with stable (even misspecified) models helps? Need to explo...

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https://www.r-bloggers.com/2026/01/testing-super-learners-coverage-a-note-to-myself/

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r on Everyday Is A School Day

Date tagged:

01/04/2026, 01:48

Date published:

01/01/2026, 19:00