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5min chapter
Applying the Causal Roadmap to Optimal Dynamic Treatment Rules with Lina Montoya - #506
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
The Super Learner Algorithm for the Optimal Rule
The super learner algarism is a machine learning method that takes into account different kinds of ways to estimate the optimal rule. The original super learner was actually came out of prediction. And in the same way, it kind of takes all the amazing algaritms out there for pure prediction and combines them using itsa onsomble machine learning algarithm. In your library you can have whatever algarithms at your disposal that you may want to have - ranging from simple parimetric regressions to aggressive machine learning algariths.
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