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Explain and discuss the following points:
What is the drawback of using the step_wise model in multiple linear regression?
How is feature importance addressed in decision trees?
Is there a guarantee that an ensemble method always outperforms a simple decision tree?
Elaborate on your answer.

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  • 1. Explain and discuss the following points: What is the drawback of using the step_wise model in multiple linear regression? How is feature importance addressed in decision trees? Is there a guarantee that an ensemble method always outperforms a simple decision tree? Elaborate on your answer.