PhonePe Interview Question | Decision Tree
Question
What are the benefits of a single decision tree compared to more complex models?
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Answer ( 1 )
One big advantage of decision tree is it’s transparency that is it is easy to understand and
Compared to other algorithms decision trees requires less effort for data preparation during pre-processing.
A decision tree does not require normalization of data.
A decision tree does not require scaling of data as well.
Missing values in the data also does NOT affect the process of building decision tree to any considerable extent.
A Decision trees model is very intuitive and easy to explain to technical teams as well as stakeholders.