Do you think 50 decision trees are better than a large one?

Data Science Interview Questions › Category: Data Science › Do you think 50 decision trees are better than a large one?
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MockInterview Staff asked 6 years ago
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MockInterview Staff answered 6 years ago

https://www.quora.com/Do-you-think-50-small-decision-trees-are-better-than-a-large-one-Why

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MockInterview Staff answered 6 years ago
  • Yes!
  • More robust model (ensemble of weak learners that come and make a strong learner)
  • Better to improve a model by taking many small steps than fewer large steps
  • If one tree is erroneous, it can be auto-corrected by the following
  • Less prone to overfitting

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