What is the primary function of the featureMachine action?

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The featureMachine action serves as an automated feature transformation and generation engine. It is designed to automate data science workflows by exploring, executing, and ranking machine learning pipelines.
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Other questions about featureMachine
What is the purpose of the transformationPolicy parameter? What does the explorationPolicy parameter control? What statistics are available for ranking interval variables? Which parameters are mandatory to run the featureMachine action? How can I configure variable screening within the featureMachine action?
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