Oracle Interview Questions | Decision Tree

Question

What are the benefits of a single decision tree compared to more complex models?

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Dhruv2301 55 years 1 Answer 933 views Great Grand Master 0

Answer ( 1 )

  1. More complex models come at the cost of interpretation. A single decision tree
    is able to explain you about the order of importance of the predictors. It tells you the proportion
    of classification after each split. More complex models give you better results at the cost of
    interpretation, but if you are generally interested about the factors that play a vital role in
    the problem that you are trying to solve, you should go with simpler models first.

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